Spaces:
Running on CPU Upgrade
Running on CPU Upgrade
Add GeeVec-Embeddings-mm-1.0 MMEB-V2 results
Browse filesThis PR adds self-reported MMEB-V2 results for GeeVec-Embeddings-mm-1.0.
Model: https://huggingface.co/geevec-ai/geevec-embeddings-mm-1.0
Evaluation coverage: all 78 MMEB-V2 datasets.
The fixed versions of ViDoSeek-page and MMLongBench-page are included.
- scores/GeeVec-Embeddings-mm-1.0.json +2207 -0
scores/GeeVec-Embeddings-mm-1.0.json
ADDED
|
@@ -0,0 +1,2207 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"model_name": "GeeVec-Embeddings-mm-1.0",
|
| 4 |
+
"model_backbone": "Qwen3.5-9B",
|
| 5 |
+
"model_size": "9.41",
|
| 6 |
+
"embedding_dimension": 4096,
|
| 7 |
+
"max_length_tokens": 8192,
|
| 8 |
+
"model_release_date": null,
|
| 9 |
+
"data_source": "Self-Reported",
|
| 10 |
+
"url": "https://huggingface.co/geevec-ai/geevec-embeddings-mm-1.0",
|
| 11 |
+
"contact": null,
|
| 12 |
+
"report_generated_date": "2026-10-22T15:16:19.976847+08:00",
|
| 13 |
+
"notes": "Self-reported MMEB-V2 results on 78 datasets, including the fixed page-level datasets. Model weights have not been released. Training-data/test-corpus provenance requires review before submission."
|
| 14 |
+
},
|
| 15 |
+
"metrics": {
|
| 16 |
+
"image": {
|
| 17 |
+
"ImageNet-1K": {
|
| 18 |
+
"hit@1": 0.613,
|
| 19 |
+
"hit@5": 0.849,
|
| 20 |
+
"hit@10": 0.914,
|
| 21 |
+
"ndcg_linear@1": 0.613,
|
| 22 |
+
"ndcg_linear@5": 0.7427699712054088,
|
| 23 |
+
"ndcg_linear@10": 0.7641381833370279,
|
| 24 |
+
"ndcg_exponential@1": 0.613,
|
| 25 |
+
"ndcg_exponential@5": 0.7427699712054088,
|
| 26 |
+
"ndcg_exponential@10": 0.7641381833370279,
|
| 27 |
+
"precision@1": 0.613,
|
| 28 |
+
"precision@5": 0.1698,
|
| 29 |
+
"precision@10": 0.09140000000000002,
|
| 30 |
+
"recall@1": 0.613,
|
| 31 |
+
"recall@5": 0.849,
|
| 32 |
+
"recall@10": 0.914,
|
| 33 |
+
"f1@1": 0.613,
|
| 34 |
+
"f1@5": 0.283,
|
| 35 |
+
"f1@10": 0.16618181818181818,
|
| 36 |
+
"map@1": 0.613,
|
| 37 |
+
"map@5": 0.7069833333333333,
|
| 38 |
+
"map@10": 0.716011507936508,
|
| 39 |
+
"mrr@1": 0.613,
|
| 40 |
+
"mrr@5": 0.7069833333333333,
|
| 41 |
+
"mrr@10": 0.716011507936508,
|
| 42 |
+
"num_pred": 1000,
|
| 43 |
+
"num_data": 1000
|
| 44 |
+
},
|
| 45 |
+
"N24News": {
|
| 46 |
+
"hit@1": 0.407,
|
| 47 |
+
"hit@5": 0.762,
|
| 48 |
+
"hit@10": 0.895,
|
| 49 |
+
"ndcg_linear@1": 0.407,
|
| 50 |
+
"ndcg_linear@5": 0.5972422786107752,
|
| 51 |
+
"ndcg_linear@10": 0.6405306028236727,
|
| 52 |
+
"ndcg_exponential@1": 0.407,
|
| 53 |
+
"ndcg_exponential@5": 0.5972422786107752,
|
| 54 |
+
"ndcg_exponential@10": 0.6405306028236727,
|
| 55 |
+
"precision@1": 0.407,
|
| 56 |
+
"precision@5": 0.15239999999999998,
|
| 57 |
+
"precision@10": 0.08950000000000001,
|
| 58 |
+
"recall@1": 0.407,
|
| 59 |
+
"recall@5": 0.762,
|
| 60 |
+
"recall@10": 0.895,
|
| 61 |
+
"f1@1": 0.407,
|
| 62 |
+
"f1@5": 0.25400000000000006,
|
| 63 |
+
"f1@10": 0.16272727272727275,
|
| 64 |
+
"map@1": 0.407,
|
| 65 |
+
"map@5": 0.5423166666666666,
|
| 66 |
+
"map@10": 0.5603452380952381,
|
| 67 |
+
"mrr@1": 0.407,
|
| 68 |
+
"mrr@5": 0.5423166666666666,
|
| 69 |
+
"mrr@10": 0.5603452380952381,
|
| 70 |
+
"num_pred": 1000,
|
| 71 |
+
"num_data": 1000
|
| 72 |
+
},
|
| 73 |
+
"HatefulMemes": {
|
| 74 |
+
"hit@1": 0.449,
|
| 75 |
+
"hit@5": 1.0,
|
| 76 |
+
"hit@10": 1.0,
|
| 77 |
+
"ndcg_linear@1": 0.449,
|
| 78 |
+
"ndcg_linear@5": 0.7966422942178732,
|
| 79 |
+
"ndcg_linear@10": 0.7966422942178732,
|
| 80 |
+
"ndcg_exponential@1": 0.449,
|
| 81 |
+
"ndcg_exponential@5": 0.7966422942178732,
|
| 82 |
+
"ndcg_exponential@10": 0.7966422942178732,
|
| 83 |
+
"precision@1": 0.449,
|
| 84 |
+
"precision@5": 0.20000000000000004,
|
| 85 |
+
"precision@10": 0.10000000000000002,
|
| 86 |
+
"recall@1": 0.449,
|
| 87 |
+
"recall@5": 1.0,
|
| 88 |
+
"recall@10": 1.0,
|
| 89 |
+
"f1@1": 0.449,
|
| 90 |
+
"f1@5": 0.3333333333333333,
|
| 91 |
+
"f1@10": 0.18181818181818182,
|
| 92 |
+
"map@1": 0.449,
|
| 93 |
+
"map@5": 0.7245,
|
| 94 |
+
"map@10": 0.7245,
|
| 95 |
+
"mrr@1": 0.449,
|
| 96 |
+
"mrr@5": 0.7245,
|
| 97 |
+
"mrr@10": 0.7245,
|
| 98 |
+
"num_pred": 1000,
|
| 99 |
+
"num_data": 1000
|
| 100 |
+
},
|
| 101 |
+
"VOC2007": {
|
| 102 |
+
"hit@1": 0.835,
|
| 103 |
+
"hit@5": 0.98,
|
| 104 |
+
"hit@10": 0.996,
|
| 105 |
+
"ndcg_linear@1": 0.835,
|
| 106 |
+
"ndcg_linear@5": 0.9204685490053568,
|
| 107 |
+
"ndcg_linear@10": 0.9258209134163565,
|
| 108 |
+
"ndcg_exponential@1": 0.835,
|
| 109 |
+
"ndcg_exponential@5": 0.9204685490053568,
|
| 110 |
+
"ndcg_exponential@10": 0.9258209134163565,
|
| 111 |
+
"precision@1": 0.835,
|
| 112 |
+
"precision@5": 0.19600000000000004,
|
| 113 |
+
"precision@10": 0.09960000000000002,
|
| 114 |
+
"recall@1": 0.835,
|
| 115 |
+
"recall@5": 0.98,
|
| 116 |
+
"recall@10": 0.996,
|
| 117 |
+
"f1@1": 0.835,
|
| 118 |
+
"f1@5": 0.3266666666666666,
|
| 119 |
+
"f1@10": 0.18109090909090905,
|
| 120 |
+
"map@1": 0.835,
|
| 121 |
+
"map@5": 0.89995,
|
| 122 |
+
"map@10": 0.9022615079365078,
|
| 123 |
+
"mrr@1": 0.835,
|
| 124 |
+
"mrr@5": 0.89995,
|
| 125 |
+
"mrr@10": 0.9022615079365078,
|
| 126 |
+
"num_pred": 1000,
|
| 127 |
+
"num_data": 1000
|
| 128 |
+
},
|
| 129 |
+
"SUN397": {
|
| 130 |
+
"hit@1": 0.669,
|
| 131 |
+
"hit@5": 0.913,
|
| 132 |
+
"hit@10": 0.953,
|
| 133 |
+
"ndcg_linear@1": 0.669,
|
| 134 |
+
"ndcg_linear@5": 0.8052055541432007,
|
| 135 |
+
"ndcg_linear@10": 0.8180658015953319,
|
| 136 |
+
"ndcg_exponential@1": 0.669,
|
| 137 |
+
"ndcg_exponential@5": 0.8052055541432007,
|
| 138 |
+
"ndcg_exponential@10": 0.8180658015953319,
|
| 139 |
+
"precision@1": 0.669,
|
| 140 |
+
"precision@5": 0.1826,
|
| 141 |
+
"precision@10": 0.09530000000000001,
|
| 142 |
+
"recall@1": 0.669,
|
| 143 |
+
"recall@5": 0.913,
|
| 144 |
+
"recall@10": 0.953,
|
| 145 |
+
"f1@1": 0.669,
|
| 146 |
+
"f1@5": 0.3043333333333333,
|
| 147 |
+
"f1@10": 0.17327272727272724,
|
| 148 |
+
"map@1": 0.669,
|
| 149 |
+
"map@5": 0.7687833333333333,
|
| 150 |
+
"map@10": 0.7740468253968252,
|
| 151 |
+
"mrr@1": 0.669,
|
| 152 |
+
"mrr@5": 0.7687833333333333,
|
| 153 |
+
"mrr@10": 0.7740468253968252,
|
| 154 |
+
"num_pred": 1000,
|
| 155 |
+
"num_data": 1000
|
| 156 |
+
},
|
| 157 |
+
"Place365": {
|
| 158 |
+
"hit@1": 0.409,
|
| 159 |
+
"hit@5": 0.709,
|
| 160 |
+
"hit@10": 0.784,
|
| 161 |
+
"ndcg_linear@1": 0.409,
|
| 162 |
+
"ndcg_linear@5": 0.5723345456897276,
|
| 163 |
+
"ndcg_linear@10": 0.596750141944264,
|
| 164 |
+
"ndcg_exponential@1": 0.409,
|
| 165 |
+
"ndcg_exponential@5": 0.5723345456897276,
|
| 166 |
+
"ndcg_exponential@10": 0.596750141944264,
|
| 167 |
+
"precision@1": 0.409,
|
| 168 |
+
"precision@5": 0.14179999999999998,
|
| 169 |
+
"precision@10": 0.07840000000000001,
|
| 170 |
+
"recall@1": 0.409,
|
| 171 |
+
"recall@5": 0.709,
|
| 172 |
+
"recall@10": 0.784,
|
| 173 |
+
"f1@1": 0.409,
|
| 174 |
+
"f1@5": 0.2363333333333334,
|
| 175 |
+
"f1@10": 0.14254545454545456,
|
| 176 |
+
"map@1": 0.409,
|
| 177 |
+
"map@5": 0.5264666666666667,
|
| 178 |
+
"map@10": 0.5366456349206349,
|
| 179 |
+
"mrr@1": 0.409,
|
| 180 |
+
"mrr@5": 0.5264666666666667,
|
| 181 |
+
"mrr@10": 0.5366456349206349,
|
| 182 |
+
"num_pred": 1000,
|
| 183 |
+
"num_data": 1000
|
| 184 |
+
},
|
| 185 |
+
"ImageNet-A": {
|
| 186 |
+
"hit@1": 0.456,
|
| 187 |
+
"hit@5": 0.748,
|
| 188 |
+
"hit@10": 0.843,
|
| 189 |
+
"ndcg_linear@1": 0.456,
|
| 190 |
+
"ndcg_linear@5": 0.6121153733362664,
|
| 191 |
+
"ndcg_linear@10": 0.642887612467018,
|
| 192 |
+
"ndcg_exponential@1": 0.456,
|
| 193 |
+
"ndcg_exponential@5": 0.6121153733362664,
|
| 194 |
+
"ndcg_exponential@10": 0.642887612467018,
|
| 195 |
+
"precision@1": 0.456,
|
| 196 |
+
"precision@5": 0.1496,
|
| 197 |
+
"precision@10": 0.08430000000000001,
|
| 198 |
+
"recall@1": 0.456,
|
| 199 |
+
"recall@5": 0.748,
|
| 200 |
+
"recall@10": 0.843,
|
| 201 |
+
"f1@1": 0.456,
|
| 202 |
+
"f1@5": 0.24933333333333338,
|
| 203 |
+
"f1@10": 0.15327272727272728,
|
| 204 |
+
"map@1": 0.456,
|
| 205 |
+
"map@5": 0.5668166666666666,
|
| 206 |
+
"map@10": 0.579536507936508,
|
| 207 |
+
"mrr@1": 0.456,
|
| 208 |
+
"mrr@5": 0.5668166666666666,
|
| 209 |
+
"mrr@10": 0.579536507936508,
|
| 210 |
+
"num_pred": 1000,
|
| 211 |
+
"num_data": 1000
|
| 212 |
+
},
|
| 213 |
+
"ImageNet-R": {
|
| 214 |
+
"hit@1": 0.889,
|
| 215 |
+
"hit@5": 0.97,
|
| 216 |
+
"hit@10": 0.982,
|
| 217 |
+
"ndcg_linear@1": 0.889,
|
| 218 |
+
"ndcg_linear@5": 0.93602460159008,
|
| 219 |
+
"ndcg_linear@10": 0.9399645251376103,
|
| 220 |
+
"ndcg_exponential@1": 0.889,
|
| 221 |
+
"ndcg_exponential@5": 0.93602460159008,
|
| 222 |
+
"ndcg_exponential@10": 0.9399645251376103,
|
| 223 |
+
"precision@1": 0.889,
|
| 224 |
+
"precision@5": 0.19400000000000003,
|
| 225 |
+
"precision@10": 0.09820000000000002,
|
| 226 |
+
"recall@1": 0.889,
|
| 227 |
+
"recall@5": 0.97,
|
| 228 |
+
"recall@10": 0.982,
|
| 229 |
+
"f1@1": 0.889,
|
| 230 |
+
"f1@5": 0.3233333333333333,
|
| 231 |
+
"f1@10": 0.17854545454545453,
|
| 232 |
+
"map@1": 0.889,
|
| 233 |
+
"map@5": 0.9244000000000001,
|
| 234 |
+
"map@10": 0.9260623015873016,
|
| 235 |
+
"mrr@1": 0.889,
|
| 236 |
+
"mrr@5": 0.9244000000000001,
|
| 237 |
+
"mrr@10": 0.9260623015873016,
|
| 238 |
+
"num_pred": 1000,
|
| 239 |
+
"num_data": 1000
|
| 240 |
+
},
|
| 241 |
+
"ObjectNet": {
|
| 242 |
+
"hit@1": 0.717,
|
| 243 |
+
"hit@5": 0.891,
|
| 244 |
+
"hit@10": 0.934,
|
| 245 |
+
"ndcg_linear@1": 0.717,
|
| 246 |
+
"ndcg_linear@5": 0.8134098043429899,
|
| 247 |
+
"ndcg_linear@10": 0.8275208454030012,
|
| 248 |
+
"ndcg_exponential@1": 0.717,
|
| 249 |
+
"ndcg_exponential@5": 0.8134098043429899,
|
| 250 |
+
"ndcg_exponential@10": 0.8275208454030012,
|
| 251 |
+
"precision@1": 0.717,
|
| 252 |
+
"precision@5": 0.17820000000000005,
|
| 253 |
+
"precision@10": 0.09340000000000001,
|
| 254 |
+
"recall@1": 0.717,
|
| 255 |
+
"recall@5": 0.891,
|
| 256 |
+
"recall@10": 0.934,
|
| 257 |
+
"f1@1": 0.717,
|
| 258 |
+
"f1@5": 0.297,
|
| 259 |
+
"f1@10": 0.1698181818181818,
|
| 260 |
+
"map@1": 0.717,
|
| 261 |
+
"map@5": 0.7873166666666666,
|
| 262 |
+
"map@10": 0.7932547619047619,
|
| 263 |
+
"mrr@1": 0.717,
|
| 264 |
+
"mrr@5": 0.7873166666666666,
|
| 265 |
+
"mrr@10": 0.7932547619047619,
|
| 266 |
+
"num_pred": 1000,
|
| 267 |
+
"num_data": 1000
|
| 268 |
+
},
|
| 269 |
+
"Country211": {
|
| 270 |
+
"hit@1": 0.107,
|
| 271 |
+
"hit@5": 0.28,
|
| 272 |
+
"hit@10": 0.373,
|
| 273 |
+
"ndcg_linear@1": 0.107,
|
| 274 |
+
"ndcg_linear@5": 0.19444451098788915,
|
| 275 |
+
"ndcg_linear@10": 0.22435879850093818,
|
| 276 |
+
"ndcg_exponential@1": 0.107,
|
| 277 |
+
"ndcg_exponential@5": 0.19444451098788915,
|
| 278 |
+
"ndcg_exponential@10": 0.22435879850093818,
|
| 279 |
+
"precision@1": 0.107,
|
| 280 |
+
"precision@5": 0.056,
|
| 281 |
+
"precision@10": 0.0373,
|
| 282 |
+
"recall@1": 0.107,
|
| 283 |
+
"recall@5": 0.28,
|
| 284 |
+
"recall@10": 0.373,
|
| 285 |
+
"f1@1": 0.107,
|
| 286 |
+
"f1@5": 0.09333333333333334,
|
| 287 |
+
"f1@10": 0.06781818181818183,
|
| 288 |
+
"map@1": 0.107,
|
| 289 |
+
"map@5": 0.16645,
|
| 290 |
+
"map@10": 0.17869841269841272,
|
| 291 |
+
"mrr@1": 0.107,
|
| 292 |
+
"mrr@5": 0.16645,
|
| 293 |
+
"mrr@10": 0.17869841269841272,
|
| 294 |
+
"num_pred": 1000,
|
| 295 |
+
"num_data": 1000
|
| 296 |
+
},
|
| 297 |
+
"OK-VQA": {
|
| 298 |
+
"hit@1": 0.482,
|
| 299 |
+
"hit@5": 0.725,
|
| 300 |
+
"hit@10": 0.811,
|
| 301 |
+
"ndcg_linear@1": 0.482,
|
| 302 |
+
"ndcg_linear@5": 0.6125311048837304,
|
| 303 |
+
"ndcg_linear@10": 0.6409274876450872,
|
| 304 |
+
"ndcg_exponential@1": 0.482,
|
| 305 |
+
"ndcg_exponential@5": 0.6125311048837304,
|
| 306 |
+
"ndcg_exponential@10": 0.6409274876450872,
|
| 307 |
+
"precision@1": 0.482,
|
| 308 |
+
"precision@5": 0.145,
|
| 309 |
+
"precision@10": 0.08109999999999999,
|
| 310 |
+
"recall@1": 0.482,
|
| 311 |
+
"recall@5": 0.725,
|
| 312 |
+
"recall@10": 0.811,
|
| 313 |
+
"f1@1": 0.482,
|
| 314 |
+
"f1@5": 0.24166666666666675,
|
| 315 |
+
"f1@10": 0.14745454545454548,
|
| 316 |
+
"map@1": 0.482,
|
| 317 |
+
"map@5": 0.5750166666666666,
|
| 318 |
+
"map@10": 0.5870785714285714,
|
| 319 |
+
"mrr@1": 0.482,
|
| 320 |
+
"mrr@5": 0.5750166666666666,
|
| 321 |
+
"mrr@10": 0.5870785714285714,
|
| 322 |
+
"num_pred": 1000,
|
| 323 |
+
"num_data": 1000
|
| 324 |
+
},
|
| 325 |
+
"A-OKVQA": {
|
| 326 |
+
"hit@1": 0.414,
|
| 327 |
+
"hit@5": 0.681,
|
| 328 |
+
"hit@10": 0.779,
|
| 329 |
+
"ndcg_linear@1": 0.414,
|
| 330 |
+
"ndcg_linear@5": 0.5554772150272292,
|
| 331 |
+
"ndcg_linear@10": 0.5865628692783894,
|
| 332 |
+
"ndcg_exponential@1": 0.414,
|
| 333 |
+
"ndcg_exponential@5": 0.5554772150272292,
|
| 334 |
+
"ndcg_exponential@10": 0.5865628692783894,
|
| 335 |
+
"precision@1": 0.414,
|
| 336 |
+
"precision@5": 0.1362,
|
| 337 |
+
"precision@10": 0.07790000000000001,
|
| 338 |
+
"recall@1": 0.414,
|
| 339 |
+
"recall@5": 0.681,
|
| 340 |
+
"recall@10": 0.779,
|
| 341 |
+
"f1@1": 0.414,
|
| 342 |
+
"f1@5": 0.22700000000000006,
|
| 343 |
+
"f1@10": 0.14163636363636362,
|
| 344 |
+
"map@1": 0.414,
|
| 345 |
+
"map@5": 0.51375,
|
| 346 |
+
"map@10": 0.5262285714285715,
|
| 347 |
+
"mrr@1": 0.414,
|
| 348 |
+
"mrr@5": 0.51375,
|
| 349 |
+
"mrr@10": 0.5262285714285715,
|
| 350 |
+
"num_pred": 1000,
|
| 351 |
+
"num_data": 1000
|
| 352 |
+
},
|
| 353 |
+
"DocVQA": {
|
| 354 |
+
"hit@1": 0.632,
|
| 355 |
+
"hit@5": 0.856,
|
| 356 |
+
"hit@10": 0.913,
|
| 357 |
+
"ndcg_linear@1": 0.632,
|
| 358 |
+
"ndcg_linear@5": 0.7562511317712081,
|
| 359 |
+
"ndcg_linear@10": 0.7749844259108618,
|
| 360 |
+
"ndcg_exponential@1": 0.632,
|
| 361 |
+
"ndcg_exponential@5": 0.7562511317712081,
|
| 362 |
+
"ndcg_exponential@10": 0.7749844259108618,
|
| 363 |
+
"precision@1": 0.632,
|
| 364 |
+
"precision@5": 0.1712,
|
| 365 |
+
"precision@10": 0.0913,
|
| 366 |
+
"recall@1": 0.632,
|
| 367 |
+
"recall@5": 0.856,
|
| 368 |
+
"recall@10": 0.913,
|
| 369 |
+
"f1@1": 0.632,
|
| 370 |
+
"f1@5": 0.2853333333333334,
|
| 371 |
+
"f1@10": 0.166,
|
| 372 |
+
"map@1": 0.632,
|
| 373 |
+
"map@5": 0.7226666666666667,
|
| 374 |
+
"map@10": 0.7305765873015874,
|
| 375 |
+
"mrr@1": 0.632,
|
| 376 |
+
"mrr@5": 0.7226666666666667,
|
| 377 |
+
"mrr@10": 0.7305765873015874,
|
| 378 |
+
"num_pred": 1000,
|
| 379 |
+
"num_data": 1000
|
| 380 |
+
},
|
| 381 |
+
"InfographicsVQA": {
|
| 382 |
+
"hit@1": 0.411,
|
| 383 |
+
"hit@5": 0.668,
|
| 384 |
+
"hit@10": 0.762,
|
| 385 |
+
"ndcg_linear@1": 0.411,
|
| 386 |
+
"ndcg_linear@5": 0.5469861713353679,
|
| 387 |
+
"ndcg_linear@10": 0.5775902915172321,
|
| 388 |
+
"ndcg_exponential@1": 0.411,
|
| 389 |
+
"ndcg_exponential@5": 0.5469861713353679,
|
| 390 |
+
"ndcg_exponential@10": 0.5775902915172321,
|
| 391 |
+
"precision@1": 0.411,
|
| 392 |
+
"precision@5": 0.1336,
|
| 393 |
+
"precision@10": 0.0762,
|
| 394 |
+
"recall@1": 0.411,
|
| 395 |
+
"recall@5": 0.668,
|
| 396 |
+
"recall@10": 0.762,
|
| 397 |
+
"f1@1": 0.411,
|
| 398 |
+
"f1@5": 0.22266666666666673,
|
| 399 |
+
"f1@10": 0.13854545454545455,
|
| 400 |
+
"map@1": 0.411,
|
| 401 |
+
"map@5": 0.5067999999999999,
|
| 402 |
+
"map@10": 0.5195484126984127,
|
| 403 |
+
"mrr@1": 0.411,
|
| 404 |
+
"mrr@5": 0.5067999999999999,
|
| 405 |
+
"mrr@10": 0.5195484126984127,
|
| 406 |
+
"num_pred": 1000,
|
| 407 |
+
"num_data": 1000
|
| 408 |
+
},
|
| 409 |
+
"ChartQA": {
|
| 410 |
+
"hit@1": 0.307,
|
| 411 |
+
"hit@5": 0.454,
|
| 412 |
+
"hit@10": 0.526,
|
| 413 |
+
"ndcg_linear@1": 0.307,
|
| 414 |
+
"ndcg_linear@5": 0.3857087214958267,
|
| 415 |
+
"ndcg_linear@10": 0.4090389768386762,
|
| 416 |
+
"ndcg_exponential@1": 0.307,
|
| 417 |
+
"ndcg_exponential@5": 0.3857087214958267,
|
| 418 |
+
"ndcg_exponential@10": 0.4090389768386762,
|
| 419 |
+
"precision@1": 0.307,
|
| 420 |
+
"precision@5": 0.09079999999999999,
|
| 421 |
+
"precision@10": 0.0526,
|
| 422 |
+
"recall@1": 0.307,
|
| 423 |
+
"recall@5": 0.454,
|
| 424 |
+
"recall@10": 0.526,
|
| 425 |
+
"f1@1": 0.307,
|
| 426 |
+
"f1@5": 0.15133333333333338,
|
| 427 |
+
"f1@10": 0.09563636363636364,
|
| 428 |
+
"map@1": 0.307,
|
| 429 |
+
"map@5": 0.36288333333333334,
|
| 430 |
+
"map@10": 0.3725400793650793,
|
| 431 |
+
"mrr@1": 0.307,
|
| 432 |
+
"mrr@5": 0.36288333333333334,
|
| 433 |
+
"mrr@10": 0.3725400793650793,
|
| 434 |
+
"num_pred": 1000,
|
| 435 |
+
"num_data": 1000
|
| 436 |
+
},
|
| 437 |
+
"Visual7W": {
|
| 438 |
+
"hit@1": 0.295,
|
| 439 |
+
"hit@5": 0.551,
|
| 440 |
+
"hit@10": 0.666,
|
| 441 |
+
"ndcg_linear@1": 0.295,
|
| 442 |
+
"ndcg_linear@5": 0.43000681757086595,
|
| 443 |
+
"ndcg_linear@10": 0.46688596161620455,
|
| 444 |
+
"ndcg_exponential@1": 0.295,
|
| 445 |
+
"ndcg_exponential@5": 0.43000681757086595,
|
| 446 |
+
"ndcg_exponential@10": 0.46688596161620455,
|
| 447 |
+
"precision@1": 0.295,
|
| 448 |
+
"precision@5": 0.1102,
|
| 449 |
+
"precision@10": 0.06659999999999999,
|
| 450 |
+
"recall@1": 0.295,
|
| 451 |
+
"recall@5": 0.551,
|
| 452 |
+
"recall@10": 0.666,
|
| 453 |
+
"f1@1": 0.295,
|
| 454 |
+
"f1@5": 0.18366666666666676,
|
| 455 |
+
"f1@10": 0.12109090909090912,
|
| 456 |
+
"map@1": 0.295,
|
| 457 |
+
"map@5": 0.3898333333333333,
|
| 458 |
+
"map@10": 0.4048773809523809,
|
| 459 |
+
"mrr@1": 0.295,
|
| 460 |
+
"mrr@5": 0.3898333333333333,
|
| 461 |
+
"mrr@10": 0.4048773809523809,
|
| 462 |
+
"num_pred": 1000,
|
| 463 |
+
"num_data": 1000
|
| 464 |
+
},
|
| 465 |
+
"ScienceQA": {
|
| 466 |
+
"hit@1": 0.37,
|
| 467 |
+
"hit@5": 0.687,
|
| 468 |
+
"hit@10": 0.795,
|
| 469 |
+
"ndcg_linear@1": 0.37,
|
| 470 |
+
"ndcg_linear@5": 0.5420384124878205,
|
| 471 |
+
"ndcg_linear@10": 0.5770571373534276,
|
| 472 |
+
"ndcg_exponential@1": 0.37,
|
| 473 |
+
"ndcg_exponential@5": 0.5420384124878205,
|
| 474 |
+
"ndcg_exponential@10": 0.5770571373534276,
|
| 475 |
+
"precision@1": 0.37,
|
| 476 |
+
"precision@5": 0.13739999999999997,
|
| 477 |
+
"precision@10": 0.0795,
|
| 478 |
+
"recall@1": 0.37,
|
| 479 |
+
"recall@5": 0.687,
|
| 480 |
+
"recall@10": 0.795,
|
| 481 |
+
"f1@1": 0.37,
|
| 482 |
+
"f1@5": 0.22900000000000006,
|
| 483 |
+
"f1@10": 0.14454545454545456,
|
| 484 |
+
"map@1": 0.37,
|
| 485 |
+
"map@5": 0.49348333333333333,
|
| 486 |
+
"map@10": 0.5079960317460317,
|
| 487 |
+
"mrr@1": 0.37,
|
| 488 |
+
"mrr@5": 0.49348333333333333,
|
| 489 |
+
"mrr@10": 0.5079960317460317,
|
| 490 |
+
"num_pred": 1000,
|
| 491 |
+
"num_data": 1000
|
| 492 |
+
},
|
| 493 |
+
"VizWiz": {
|
| 494 |
+
"hit@1": 0.454,
|
| 495 |
+
"hit@5": 0.651,
|
| 496 |
+
"hit@10": 0.691,
|
| 497 |
+
"ndcg_linear@1": 0.454,
|
| 498 |
+
"ndcg_linear@5": 0.5630892551230231,
|
| 499 |
+
"ndcg_linear@10": 0.5761761806018076,
|
| 500 |
+
"ndcg_exponential@1": 0.454,
|
| 501 |
+
"ndcg_exponential@5": 0.5630892551230231,
|
| 502 |
+
"ndcg_exponential@10": 0.5761761806018076,
|
| 503 |
+
"precision@1": 0.454,
|
| 504 |
+
"precision@5": 0.13019999999999998,
|
| 505 |
+
"precision@10": 0.0691,
|
| 506 |
+
"recall@1": 0.454,
|
| 507 |
+
"recall@5": 0.651,
|
| 508 |
+
"recall@10": 0.691,
|
| 509 |
+
"f1@1": 0.454,
|
| 510 |
+
"f1@5": 0.21700000000000005,
|
| 511 |
+
"f1@10": 0.12563636363636366,
|
| 512 |
+
"map@1": 0.454,
|
| 513 |
+
"map@5": 0.5334500000000001,
|
| 514 |
+
"map@10": 0.5389428571428571,
|
| 515 |
+
"mrr@1": 0.454,
|
| 516 |
+
"mrr@5": 0.5334500000000001,
|
| 517 |
+
"mrr@10": 0.5389428571428571,
|
| 518 |
+
"num_pred": 1000,
|
| 519 |
+
"num_data": 1000
|
| 520 |
+
},
|
| 521 |
+
"GQA": {
|
| 522 |
+
"hit@1": 0.666,
|
| 523 |
+
"hit@5": 0.896,
|
| 524 |
+
"hit@10": 0.937,
|
| 525 |
+
"ndcg_linear@1": 0.666,
|
| 526 |
+
"ndcg_linear@5": 0.7925354181906511,
|
| 527 |
+
"ndcg_linear@10": 0.806063746916416,
|
| 528 |
+
"ndcg_exponential@1": 0.666,
|
| 529 |
+
"ndcg_exponential@5": 0.7925354181906511,
|
| 530 |
+
"ndcg_exponential@10": 0.806063746916416,
|
| 531 |
+
"precision@1": 0.666,
|
| 532 |
+
"precision@5": 0.17920000000000003,
|
| 533 |
+
"precision@10": 0.09370000000000002,
|
| 534 |
+
"recall@1": 0.666,
|
| 535 |
+
"recall@5": 0.896,
|
| 536 |
+
"recall@10": 0.937,
|
| 537 |
+
"f1@1": 0.666,
|
| 538 |
+
"f1@5": 0.2986666666666667,
|
| 539 |
+
"f1@10": 0.17036363636363638,
|
| 540 |
+
"map@1": 0.666,
|
| 541 |
+
"map@5": 0.7577333333333334,
|
| 542 |
+
"map@10": 0.7634718253968253,
|
| 543 |
+
"mrr@1": 0.666,
|
| 544 |
+
"mrr@5": 0.7577333333333334,
|
| 545 |
+
"mrr@10": 0.7634718253968253,
|
| 546 |
+
"num_pred": 1000,
|
| 547 |
+
"num_data": 1000
|
| 548 |
+
},
|
| 549 |
+
"TextVQA": {
|
| 550 |
+
"hit@1": 0.732,
|
| 551 |
+
"hit@5": 0.837,
|
| 552 |
+
"hit@10": 0.872,
|
| 553 |
+
"ndcg_linear@1": 0.732,
|
| 554 |
+
"ndcg_linear@5": 0.7923646369163123,
|
| 555 |
+
"ndcg_linear@10": 0.8036900593591729,
|
| 556 |
+
"ndcg_exponential@1": 0.732,
|
| 557 |
+
"ndcg_exponential@5": 0.7923646369163123,
|
| 558 |
+
"ndcg_exponential@10": 0.8036900593591729,
|
| 559 |
+
"precision@1": 0.732,
|
| 560 |
+
"precision@5": 0.16740000000000002,
|
| 561 |
+
"precision@10": 0.0872,
|
| 562 |
+
"recall@1": 0.732,
|
| 563 |
+
"recall@5": 0.837,
|
| 564 |
+
"recall@10": 0.872,
|
| 565 |
+
"f1@1": 0.732,
|
| 566 |
+
"f1@5": 0.279,
|
| 567 |
+
"f1@10": 0.15854545454545457,
|
| 568 |
+
"map@1": 0.732,
|
| 569 |
+
"map@5": 0.77715,
|
| 570 |
+
"map@10": 0.7818265873015873,
|
| 571 |
+
"mrr@1": 0.732,
|
| 572 |
+
"mrr@5": 0.77715,
|
| 573 |
+
"mrr@10": 0.7818265873015873,
|
| 574 |
+
"num_pred": 1000,
|
| 575 |
+
"num_data": 1000
|
| 576 |
+
},
|
| 577 |
+
"MSCOCO": {
|
| 578 |
+
"hit@1": 0.584,
|
| 579 |
+
"hit@5": 0.76,
|
| 580 |
+
"hit@10": 0.802,
|
| 581 |
+
"ndcg_linear@1": 0.584,
|
| 582 |
+
"ndcg_linear@5": 0.6811301622750409,
|
| 583 |
+
"ndcg_linear@10": 0.6946212468594762,
|
| 584 |
+
"ndcg_exponential@1": 0.584,
|
| 585 |
+
"ndcg_exponential@5": 0.6811301622750409,
|
| 586 |
+
"ndcg_exponential@10": 0.6946212468594762,
|
| 587 |
+
"precision@1": 0.584,
|
| 588 |
+
"precision@5": 0.152,
|
| 589 |
+
"precision@10": 0.0802,
|
| 590 |
+
"recall@1": 0.584,
|
| 591 |
+
"recall@5": 0.76,
|
| 592 |
+
"recall@10": 0.802,
|
| 593 |
+
"f1@1": 0.584,
|
| 594 |
+
"f1@5": 0.25333333333333335,
|
| 595 |
+
"f1@10": 0.14581818181818185,
|
| 596 |
+
"map@1": 0.584,
|
| 597 |
+
"map@5": 0.6546166666666666,
|
| 598 |
+
"map@10": 0.6601329365079365,
|
| 599 |
+
"mrr@1": 0.584,
|
| 600 |
+
"mrr@5": 0.6546166666666666,
|
| 601 |
+
"mrr@10": 0.6601329365079365,
|
| 602 |
+
"num_pred": 1000,
|
| 603 |
+
"num_data": 1000
|
| 604 |
+
},
|
| 605 |
+
"RefCOCO": {
|
| 606 |
+
"hit@1": 0.832,
|
| 607 |
+
"hit@5": 0.971,
|
| 608 |
+
"hit@10": 0.987,
|
| 609 |
+
"ndcg_linear@1": 0.832,
|
| 610 |
+
"ndcg_linear@5": 0.9126811630074926,
|
| 611 |
+
"ndcg_linear@10": 0.9179976978841299,
|
| 612 |
+
"ndcg_exponential@1": 0.832,
|
| 613 |
+
"ndcg_exponential@5": 0.9126811630074926,
|
| 614 |
+
"ndcg_exponential@10": 0.9179976978841299,
|
| 615 |
+
"precision@1": 0.832,
|
| 616 |
+
"precision@5": 0.1942,
|
| 617 |
+
"precision@10": 0.09870000000000002,
|
| 618 |
+
"recall@1": 0.832,
|
| 619 |
+
"recall@5": 0.971,
|
| 620 |
+
"recall@10": 0.987,
|
| 621 |
+
"f1@1": 0.832,
|
| 622 |
+
"f1@5": 0.3236666666666666,
|
| 623 |
+
"f1@10": 0.17945454545454545,
|
| 624 |
+
"map@1": 0.832,
|
| 625 |
+
"map@5": 0.8927166666666667,
|
| 626 |
+
"map@10": 0.8949952380952382,
|
| 627 |
+
"mrr@1": 0.832,
|
| 628 |
+
"mrr@5": 0.8927166666666667,
|
| 629 |
+
"mrr@10": 0.8949952380952382,
|
| 630 |
+
"num_pred": 1000,
|
| 631 |
+
"num_data": 1000
|
| 632 |
+
},
|
| 633 |
+
"RefCOCO-Matching": {
|
| 634 |
+
"hit@1": 0.842,
|
| 635 |
+
"hit@5": 1.0,
|
| 636 |
+
"hit@10": 1.0,
|
| 637 |
+
"ndcg_linear@1": 0.842,
|
| 638 |
+
"ndcg_linear@5": 0.9435796903250047,
|
| 639 |
+
"ndcg_linear@10": 0.9435796903250047,
|
| 640 |
+
"ndcg_exponential@1": 0.842,
|
| 641 |
+
"ndcg_exponential@5": 0.9435796903250047,
|
| 642 |
+
"ndcg_exponential@10": 0.9435796903250047,
|
| 643 |
+
"precision@1": 0.842,
|
| 644 |
+
"precision@5": 0.20000000000000004,
|
| 645 |
+
"precision@10": 0.10000000000000002,
|
| 646 |
+
"recall@1": 0.842,
|
| 647 |
+
"recall@5": 1.0,
|
| 648 |
+
"recall@10": 1.0,
|
| 649 |
+
"f1@1": 0.842,
|
| 650 |
+
"f1@5": 0.3333333333333333,
|
| 651 |
+
"f1@10": 0.18181818181818182,
|
| 652 |
+
"map@1": 0.842,
|
| 653 |
+
"map@5": 0.924,
|
| 654 |
+
"map@10": 0.924,
|
| 655 |
+
"mrr@1": 0.842,
|
| 656 |
+
"mrr@5": 0.921,
|
| 657 |
+
"mrr@10": 0.921,
|
| 658 |
+
"num_pred": 1000,
|
| 659 |
+
"num_data": 1000
|
| 660 |
+
},
|
| 661 |
+
"Visual7W-Pointing": {
|
| 662 |
+
"hit@1": 0.841,
|
| 663 |
+
"hit@5": 0.947,
|
| 664 |
+
"hit@10": 0.968,
|
| 665 |
+
"ndcg_linear@1": 0.841,
|
| 666 |
+
"ndcg_linear@5": 0.8998029776805385,
|
| 667 |
+
"ndcg_linear@10": 0.9065788488542708,
|
| 668 |
+
"ndcg_exponential@1": 0.841,
|
| 669 |
+
"ndcg_exponential@5": 0.8998029776805385,
|
| 670 |
+
"ndcg_exponential@10": 0.9065788488542708,
|
| 671 |
+
"precision@1": 0.841,
|
| 672 |
+
"precision@5": 0.18940000000000004,
|
| 673 |
+
"precision@10": 0.09680000000000001,
|
| 674 |
+
"recall@1": 0.841,
|
| 675 |
+
"recall@5": 0.947,
|
| 676 |
+
"recall@10": 0.968,
|
| 677 |
+
"f1@1": 0.841,
|
| 678 |
+
"f1@5": 0.31566666666666665,
|
| 679 |
+
"f1@10": 0.176,
|
| 680 |
+
"map@1": 0.841,
|
| 681 |
+
"map@5": 0.88385,
|
| 682 |
+
"map@10": 0.8866361111111112,
|
| 683 |
+
"mrr@1": 0.841,
|
| 684 |
+
"mrr@5": 0.88385,
|
| 685 |
+
"mrr@10": 0.8866361111111112,
|
| 686 |
+
"num_pred": 1000,
|
| 687 |
+
"num_data": 1000
|
| 688 |
+
},
|
| 689 |
+
"CIRR": {
|
| 690 |
+
"hit@1": 0.745,
|
| 691 |
+
"hit@5": 0.952,
|
| 692 |
+
"hit@10": 0.978,
|
| 693 |
+
"ndcg_linear@1": 0.745,
|
| 694 |
+
"ndcg_linear@5": 0.8630799677703113,
|
| 695 |
+
"ndcg_linear@10": 0.8716801795229487,
|
| 696 |
+
"ndcg_exponential@1": 0.745,
|
| 697 |
+
"ndcg_exponential@5": 0.8630799677703113,
|
| 698 |
+
"ndcg_exponential@10": 0.8716801795229487,
|
| 699 |
+
"precision@1": 0.745,
|
| 700 |
+
"precision@5": 0.19040000000000004,
|
| 701 |
+
"precision@10": 0.09780000000000001,
|
| 702 |
+
"recall@1": 0.745,
|
| 703 |
+
"recall@5": 0.952,
|
| 704 |
+
"recall@10": 0.978,
|
| 705 |
+
"f1@1": 0.745,
|
| 706 |
+
"f1@5": 0.31733333333333336,
|
| 707 |
+
"f1@10": 0.17781818181818182,
|
| 708 |
+
"map@1": 0.745,
|
| 709 |
+
"map@5": 0.8327499999999999,
|
| 710 |
+
"map@10": 0.836411111111111,
|
| 711 |
+
"mrr@1": 0.745,
|
| 712 |
+
"mrr@5": 0.8327499999999999,
|
| 713 |
+
"mrr@10": 0.836411111111111,
|
| 714 |
+
"num_pred": 1000,
|
| 715 |
+
"num_data": 1000
|
| 716 |
+
},
|
| 717 |
+
"EDIS": {
|
| 718 |
+
"hit@1": 0.976,
|
| 719 |
+
"hit@5": 0.999,
|
| 720 |
+
"hit@10": 1.0,
|
| 721 |
+
"ndcg_linear@1": 0.976,
|
| 722 |
+
"ndcg_linear@5": 0.990180201383074,
|
| 723 |
+
"ndcg_linear@10": 0.9905364085701821,
|
| 724 |
+
"ndcg_exponential@1": 0.976,
|
| 725 |
+
"ndcg_exponential@5": 0.990180201383074,
|
| 726 |
+
"ndcg_exponential@10": 0.9905364085701821,
|
| 727 |
+
"precision@1": 0.976,
|
| 728 |
+
"precision@5": 0.1998,
|
| 729 |
+
"precision@10": 0.10000000000000002,
|
| 730 |
+
"recall@1": 0.976,
|
| 731 |
+
"recall@5": 0.999,
|
| 732 |
+
"recall@10": 1.0,
|
| 733 |
+
"f1@1": 0.976,
|
| 734 |
+
"f1@5": 0.333,
|
| 735 |
+
"f1@10": 0.18181818181818182,
|
| 736 |
+
"map@1": 0.976,
|
| 737 |
+
"map@5": 0.9870833333333334,
|
| 738 |
+
"map@10": 0.98725,
|
| 739 |
+
"mrr@1": 0.976,
|
| 740 |
+
"mrr@5": 0.9870833333333334,
|
| 741 |
+
"mrr@10": 0.98725,
|
| 742 |
+
"num_pred": 1000,
|
| 743 |
+
"num_data": 1000
|
| 744 |
+
},
|
| 745 |
+
"FashionIQ": {
|
| 746 |
+
"hit@1": 0.5,
|
| 747 |
+
"hit@5": 0.753,
|
| 748 |
+
"hit@10": 0.845,
|
| 749 |
+
"ndcg_linear@1": 0.5,
|
| 750 |
+
"ndcg_linear@5": 0.6372651431991766,
|
| 751 |
+
"ndcg_linear@10": 0.666962988818283,
|
| 752 |
+
"ndcg_exponential@1": 0.5,
|
| 753 |
+
"ndcg_exponential@5": 0.6372651431991766,
|
| 754 |
+
"ndcg_exponential@10": 0.666962988818283,
|
| 755 |
+
"precision@1": 0.5,
|
| 756 |
+
"precision@5": 0.15059999999999998,
|
| 757 |
+
"precision@10": 0.0845,
|
| 758 |
+
"recall@1": 0.5,
|
| 759 |
+
"recall@5": 0.753,
|
| 760 |
+
"recall@10": 0.845,
|
| 761 |
+
"f1@1": 0.5,
|
| 762 |
+
"f1@5": 0.25100000000000006,
|
| 763 |
+
"f1@10": 0.15363636363636363,
|
| 764 |
+
"map@1": 0.5,
|
| 765 |
+
"map@5": 0.5984833333333334,
|
| 766 |
+
"map@10": 0.6106988095238096,
|
| 767 |
+
"mrr@1": 0.5,
|
| 768 |
+
"mrr@5": 0.5984833333333334,
|
| 769 |
+
"mrr@10": 0.6106988095238096,
|
| 770 |
+
"num_pred": 1000,
|
| 771 |
+
"num_data": 1000
|
| 772 |
+
},
|
| 773 |
+
"MSCOCO_i2t": {
|
| 774 |
+
"hit@1": 0.803,
|
| 775 |
+
"hit@5": 0.967,
|
| 776 |
+
"hit@10": 0.988,
|
| 777 |
+
"ndcg_linear@1": 0.803,
|
| 778 |
+
"ndcg_linear@5": 0.8948327383214241,
|
| 779 |
+
"ndcg_linear@10": 0.9019244058464001,
|
| 780 |
+
"ndcg_exponential@1": 0.803,
|
| 781 |
+
"ndcg_exponential@5": 0.8948327383214241,
|
| 782 |
+
"ndcg_exponential@10": 0.9019244058464001,
|
| 783 |
+
"precision@1": 0.803,
|
| 784 |
+
"precision@5": 0.19340000000000004,
|
| 785 |
+
"precision@10": 0.09880000000000001,
|
| 786 |
+
"recall@1": 0.803,
|
| 787 |
+
"recall@5": 0.967,
|
| 788 |
+
"recall@10": 0.988,
|
| 789 |
+
"f1@1": 0.803,
|
| 790 |
+
"f1@5": 0.3223333333333333,
|
| 791 |
+
"f1@10": 0.17963636363636362,
|
| 792 |
+
"map@1": 0.803,
|
| 793 |
+
"map@5": 0.8704,
|
| 794 |
+
"map@10": 0.8735051587301587,
|
| 795 |
+
"mrr@1": 0.803,
|
| 796 |
+
"mrr@5": 0.8704,
|
| 797 |
+
"mrr@10": 0.8735051587301587,
|
| 798 |
+
"num_pred": 1000,
|
| 799 |
+
"num_data": 1000
|
| 800 |
+
},
|
| 801 |
+
"MSCOCO_t2i": {
|
| 802 |
+
"hit@1": 0.816,
|
| 803 |
+
"hit@5": 0.97,
|
| 804 |
+
"hit@10": 0.984,
|
| 805 |
+
"ndcg_linear@1": 0.816,
|
| 806 |
+
"ndcg_linear@5": 0.9050804302206318,
|
| 807 |
+
"ndcg_linear@10": 0.9097491573983919,
|
| 808 |
+
"ndcg_exponential@1": 0.816,
|
| 809 |
+
"ndcg_exponential@5": 0.9050804302206318,
|
| 810 |
+
"ndcg_exponential@10": 0.9097491573983919,
|
| 811 |
+
"precision@1": 0.816,
|
| 812 |
+
"precision@5": 0.19400000000000006,
|
| 813 |
+
"precision@10": 0.0984,
|
| 814 |
+
"recall@1": 0.816,
|
| 815 |
+
"recall@5": 0.97,
|
| 816 |
+
"recall@10": 0.984,
|
| 817 |
+
"f1@1": 0.816,
|
| 818 |
+
"f1@5": 0.32333333333333336,
|
| 819 |
+
"f1@10": 0.17890909090909088,
|
| 820 |
+
"map@1": 0.816,
|
| 821 |
+
"map@5": 0.8828333333333332,
|
| 822 |
+
"map@10": 0.8848420634920635,
|
| 823 |
+
"mrr@1": 0.816,
|
| 824 |
+
"mrr@5": 0.8828333333333332,
|
| 825 |
+
"mrr@10": 0.8848420634920635,
|
| 826 |
+
"num_pred": 1000,
|
| 827 |
+
"num_data": 1000
|
| 828 |
+
},
|
| 829 |
+
"NIGHTS": {
|
| 830 |
+
"hit@1": 0.712,
|
| 831 |
+
"hit@5": 0.992,
|
| 832 |
+
"hit@10": 1.0,
|
| 833 |
+
"ndcg_linear@1": 0.712,
|
| 834 |
+
"ndcg_linear@5": 0.8757947846001364,
|
| 835 |
+
"ndcg_linear@10": 0.8784654661527884,
|
| 836 |
+
"ndcg_exponential@1": 0.712,
|
| 837 |
+
"ndcg_exponential@5": 0.8757947846001364,
|
| 838 |
+
"ndcg_exponential@10": 0.8784654661527884,
|
| 839 |
+
"precision@1": 0.712,
|
| 840 |
+
"precision@5": 0.19840000000000002,
|
| 841 |
+
"precision@10": 0.10000000000000002,
|
| 842 |
+
"recall@1": 0.712,
|
| 843 |
+
"recall@5": 0.992,
|
| 844 |
+
"recall@10": 1.0,
|
| 845 |
+
"f1@1": 0.712,
|
| 846 |
+
"f1@5": 0.3306666666666666,
|
| 847 |
+
"f1@10": 0.18181818181818182,
|
| 848 |
+
"map@1": 0.712,
|
| 849 |
+
"map@5": 0.83575,
|
| 850 |
+
"map@10": 0.8369007936507937,
|
| 851 |
+
"mrr@1": 0.712,
|
| 852 |
+
"mrr@5": 0.83575,
|
| 853 |
+
"mrr@10": 0.8369007936507937,
|
| 854 |
+
"num_pred": 1000,
|
| 855 |
+
"num_data": 1000
|
| 856 |
+
},
|
| 857 |
+
"OVEN": {
|
| 858 |
+
"hit@1": 0.833,
|
| 859 |
+
"hit@5": 0.969,
|
| 860 |
+
"hit@10": 0.987,
|
| 861 |
+
"ndcg_linear@1": 0.833,
|
| 862 |
+
"ndcg_linear@5": 0.909836841173973,
|
| 863 |
+
"ndcg_linear@10": 0.9156918198778414,
|
| 864 |
+
"ndcg_exponential@1": 0.833,
|
| 865 |
+
"ndcg_exponential@5": 0.909836841173973,
|
| 866 |
+
"ndcg_exponential@10": 0.9156918198778414,
|
| 867 |
+
"precision@1": 0.833,
|
| 868 |
+
"precision@5": 0.1938,
|
| 869 |
+
"precision@10": 0.09870000000000002,
|
| 870 |
+
"recall@1": 0.833,
|
| 871 |
+
"recall@5": 0.969,
|
| 872 |
+
"recall@10": 0.987,
|
| 873 |
+
"f1@1": 0.833,
|
| 874 |
+
"f1@5": 0.323,
|
| 875 |
+
"f1@10": 0.17945454545454545,
|
| 876 |
+
"map@1": 0.833,
|
| 877 |
+
"map@5": 0.8897833333333333,
|
| 878 |
+
"map@10": 0.8922186507936508,
|
| 879 |
+
"mrr@1": 0.833,
|
| 880 |
+
"mrr@5": 0.8897833333333333,
|
| 881 |
+
"mrr@10": 0.8922186507936508,
|
| 882 |
+
"num_pred": 1000,
|
| 883 |
+
"num_data": 1000
|
| 884 |
+
},
|
| 885 |
+
"VisDial": {
|
| 886 |
+
"hit@1": 0.919,
|
| 887 |
+
"hit@5": 0.986,
|
| 888 |
+
"hit@10": 0.999,
|
| 889 |
+
"ndcg_linear@1": 0.919,
|
| 890 |
+
"ndcg_linear@5": 0.957358621414208,
|
| 891 |
+
"ndcg_linear@10": 0.9616727132266615,
|
| 892 |
+
"ndcg_exponential@1": 0.919,
|
| 893 |
+
"ndcg_exponential@5": 0.957358621414208,
|
| 894 |
+
"ndcg_exponential@10": 0.9616727132266615,
|
| 895 |
+
"precision@1": 0.919,
|
| 896 |
+
"precision@5": 0.19720000000000004,
|
| 897 |
+
"precision@10": 0.0999,
|
| 898 |
+
"recall@1": 0.919,
|
| 899 |
+
"recall@5": 0.986,
|
| 900 |
+
"recall@10": 0.999,
|
| 901 |
+
"f1@1": 0.919,
|
| 902 |
+
"f1@5": 0.3286666666666666,
|
| 903 |
+
"f1@10": 0.18163636363636362,
|
| 904 |
+
"map@1": 0.919,
|
| 905 |
+
"map@5": 0.9476166666666667,
|
| 906 |
+
"map@10": 0.9494607142857143,
|
| 907 |
+
"mrr@1": 0.919,
|
| 908 |
+
"mrr@5": 0.9476166666666667,
|
| 909 |
+
"mrr@10": 0.9494607142857143,
|
| 910 |
+
"num_pred": 1000,
|
| 911 |
+
"num_data": 1000
|
| 912 |
+
},
|
| 913 |
+
"VisualNews_i2t": {
|
| 914 |
+
"hit@1": 0.855,
|
| 915 |
+
"hit@5": 0.941,
|
| 916 |
+
"hit@10": 0.965,
|
| 917 |
+
"ndcg_linear@1": 0.855,
|
| 918 |
+
"ndcg_linear@5": 0.9032508691759773,
|
| 919 |
+
"ndcg_linear@10": 0.9109801607258615,
|
| 920 |
+
"ndcg_exponential@1": 0.855,
|
| 921 |
+
"ndcg_exponential@5": 0.9032508691759773,
|
| 922 |
+
"ndcg_exponential@10": 0.9109801607258615,
|
| 923 |
+
"precision@1": 0.855,
|
| 924 |
+
"precision@5": 0.1882,
|
| 925 |
+
"precision@10": 0.09650000000000002,
|
| 926 |
+
"recall@1": 0.855,
|
| 927 |
+
"recall@5": 0.941,
|
| 928 |
+
"recall@10": 0.965,
|
| 929 |
+
"f1@1": 0.855,
|
| 930 |
+
"f1@5": 0.31366666666666665,
|
| 931 |
+
"f1@10": 0.17545454545454545,
|
| 932 |
+
"map@1": 0.855,
|
| 933 |
+
"map@5": 0.8904666666666667,
|
| 934 |
+
"map@10": 0.8936333333333333,
|
| 935 |
+
"mrr@1": 0.855,
|
| 936 |
+
"mrr@5": 0.8904666666666667,
|
| 937 |
+
"mrr@10": 0.8936333333333333,
|
| 938 |
+
"num_pred": 1000,
|
| 939 |
+
"num_data": 1000
|
| 940 |
+
},
|
| 941 |
+
"VisualNews_t2i": {
|
| 942 |
+
"hit@1": 0.815,
|
| 943 |
+
"hit@5": 0.931,
|
| 944 |
+
"hit@10": 0.957,
|
| 945 |
+
"ndcg_linear@1": 0.815,
|
| 946 |
+
"ndcg_linear@5": 0.8783883023313311,
|
| 947 |
+
"ndcg_linear@10": 0.886604743455636,
|
| 948 |
+
"ndcg_exponential@1": 0.815,
|
| 949 |
+
"ndcg_exponential@5": 0.8783883023313311,
|
| 950 |
+
"ndcg_exponential@10": 0.886604743455636,
|
| 951 |
+
"precision@1": 0.815,
|
| 952 |
+
"precision@5": 0.1862,
|
| 953 |
+
"precision@10": 0.09570000000000002,
|
| 954 |
+
"recall@1": 0.815,
|
| 955 |
+
"recall@5": 0.931,
|
| 956 |
+
"recall@10": 0.957,
|
| 957 |
+
"f1@1": 0.815,
|
| 958 |
+
"f1@5": 0.3103333333333333,
|
| 959 |
+
"f1@10": 0.17399999999999996,
|
| 960 |
+
"map@1": 0.815,
|
| 961 |
+
"map@5": 0.86075,
|
| 962 |
+
"map@10": 0.864025,
|
| 963 |
+
"mrr@1": 0.815,
|
| 964 |
+
"mrr@5": 0.86075,
|
| 965 |
+
"mrr@10": 0.864025,
|
| 966 |
+
"num_pred": 1000,
|
| 967 |
+
"num_data": 1000
|
| 968 |
+
},
|
| 969 |
+
"WebQA": {
|
| 970 |
+
"hit@1": 0.923,
|
| 971 |
+
"hit@5": 0.987,
|
| 972 |
+
"hit@10": 0.994,
|
| 973 |
+
"ndcg_linear@1": 0.923,
|
| 974 |
+
"ndcg_linear@5": 0.9616258765510238,
|
| 975 |
+
"ndcg_linear@10": 0.9639403509165677,
|
| 976 |
+
"ndcg_exponential@1": 0.923,
|
| 977 |
+
"ndcg_exponential@5": 0.9616258765510238,
|
| 978 |
+
"ndcg_exponential@10": 0.9639403509165677,
|
| 979 |
+
"precision@1": 0.923,
|
| 980 |
+
"precision@5": 0.19740000000000005,
|
| 981 |
+
"precision@10": 0.0994,
|
| 982 |
+
"recall@1": 0.923,
|
| 983 |
+
"recall@5": 0.987,
|
| 984 |
+
"recall@10": 0.994,
|
| 985 |
+
"f1@1": 0.923,
|
| 986 |
+
"f1@5": 0.329,
|
| 987 |
+
"f1@10": 0.1807272727272727,
|
| 988 |
+
"map@1": 0.923,
|
| 989 |
+
"map@5": 0.9527833333333333,
|
| 990 |
+
"map@10": 0.9537674603174604,
|
| 991 |
+
"mrr@1": 0.923,
|
| 992 |
+
"mrr@5": 0.9527833333333333,
|
| 993 |
+
"mrr@10": 0.9537674603174604,
|
| 994 |
+
"num_pred": 1000,
|
| 995 |
+
"num_data": 1000
|
| 996 |
+
},
|
| 997 |
+
"Wiki-SS-NQ": {
|
| 998 |
+
"hit@1": 0.921,
|
| 999 |
+
"hit@5": 0.989,
|
| 1000 |
+
"hit@10": 0.993,
|
| 1001 |
+
"ndcg_linear@1": 0.921,
|
| 1002 |
+
"ndcg_linear@5": 0.9610689407153684,
|
| 1003 |
+
"ndcg_linear@10": 0.962380879395461,
|
| 1004 |
+
"ndcg_exponential@1": 0.921,
|
| 1005 |
+
"ndcg_exponential@5": 0.9610689407153684,
|
| 1006 |
+
"ndcg_exponential@10": 0.962380879395461,
|
| 1007 |
+
"precision@1": 0.921,
|
| 1008 |
+
"precision@5": 0.1978,
|
| 1009 |
+
"precision@10": 0.09930000000000001,
|
| 1010 |
+
"recall@1": 0.921,
|
| 1011 |
+
"recall@5": 0.989,
|
| 1012 |
+
"recall@10": 0.993,
|
| 1013 |
+
"f1@1": 0.921,
|
| 1014 |
+
"f1@5": 0.3296666666666666,
|
| 1015 |
+
"f1@10": 0.1805454545454545,
|
| 1016 |
+
"map@1": 0.921,
|
| 1017 |
+
"map@5": 0.9514166666666667,
|
| 1018 |
+
"map@10": 0.9519690476190477,
|
| 1019 |
+
"mrr@1": 0.921,
|
| 1020 |
+
"mrr@5": 0.9514166666666667,
|
| 1021 |
+
"mrr@10": 0.9519690476190477,
|
| 1022 |
+
"num_pred": 1000,
|
| 1023 |
+
"num_data": 1000
|
| 1024 |
+
}
|
| 1025 |
+
},
|
| 1026 |
+
"video": {
|
| 1027 |
+
"K700": {
|
| 1028 |
+
"hit@1": 0.598,
|
| 1029 |
+
"hit@5": 0.831,
|
| 1030 |
+
"hit@10": 0.877,
|
| 1031 |
+
"ndcg_linear@1": 0.598,
|
| 1032 |
+
"ndcg_linear@5": 0.7285117527756322,
|
| 1033 |
+
"ndcg_linear@10": 0.7435139186532894,
|
| 1034 |
+
"ndcg_exponential@1": 0.598,
|
| 1035 |
+
"ndcg_exponential@5": 0.7285117527756322,
|
| 1036 |
+
"ndcg_exponential@10": 0.7435139186532894,
|
| 1037 |
+
"precision@1": 0.598,
|
| 1038 |
+
"precision@5": 0.1662,
|
| 1039 |
+
"precision@10": 0.08770000000000001,
|
| 1040 |
+
"recall@1": 0.598,
|
| 1041 |
+
"recall@5": 0.831,
|
| 1042 |
+
"recall@10": 0.877,
|
| 1043 |
+
"f1@1": 0.598,
|
| 1044 |
+
"f1@5": 0.2770000000000001,
|
| 1045 |
+
"f1@10": 0.15945454545454543,
|
| 1046 |
+
"map@1": 0.598,
|
| 1047 |
+
"map@5": 0.6938,
|
| 1048 |
+
"map@10": 0.7000603174603175,
|
| 1049 |
+
"mrr@1": 0.598,
|
| 1050 |
+
"mrr@5": 0.6938,
|
| 1051 |
+
"mrr@10": 0.7000603174603175,
|
| 1052 |
+
"num_pred": 1000,
|
| 1053 |
+
"num_data": 1000
|
| 1054 |
+
},
|
| 1055 |
+
"SmthSmthV2": {
|
| 1056 |
+
"hit@1": 0.68,
|
| 1057 |
+
"hit@5": 0.874,
|
| 1058 |
+
"hit@10": 0.927,
|
| 1059 |
+
"ndcg_linear@1": 0.68,
|
| 1060 |
+
"ndcg_linear@5": 0.7895644805856187,
|
| 1061 |
+
"ndcg_linear@10": 0.8068332601514355,
|
| 1062 |
+
"ndcg_exponential@1": 0.68,
|
| 1063 |
+
"ndcg_exponential@5": 0.7895644805856187,
|
| 1064 |
+
"ndcg_exponential@10": 0.8068332601514355,
|
| 1065 |
+
"precision@1": 0.68,
|
| 1066 |
+
"precision@5": 0.1748,
|
| 1067 |
+
"precision@10": 0.09270000000000002,
|
| 1068 |
+
"recall@1": 0.68,
|
| 1069 |
+
"recall@5": 0.874,
|
| 1070 |
+
"recall@10": 0.927,
|
| 1071 |
+
"f1@1": 0.68,
|
| 1072 |
+
"f1@5": 0.2913333333333334,
|
| 1073 |
+
"f1@10": 0.16854545454545455,
|
| 1074 |
+
"map@1": 0.68,
|
| 1075 |
+
"map@5": 0.7608666666666667,
|
| 1076 |
+
"map@10": 0.7680666666666666,
|
| 1077 |
+
"mrr@1": 0.68,
|
| 1078 |
+
"mrr@5": 0.7608666666666667,
|
| 1079 |
+
"mrr@10": 0.7680666666666666,
|
| 1080 |
+
"num_pred": 1000,
|
| 1081 |
+
"num_data": 1000
|
| 1082 |
+
},
|
| 1083 |
+
"HMDB51": {
|
| 1084 |
+
"hit@1": 0.606,
|
| 1085 |
+
"hit@5": 0.862,
|
| 1086 |
+
"hit@10": 0.932,
|
| 1087 |
+
"ndcg_linear@1": 0.606,
|
| 1088 |
+
"ndcg_linear@5": 0.7448143357800547,
|
| 1089 |
+
"ndcg_linear@10": 0.7674596599316651,
|
| 1090 |
+
"ndcg_exponential@1": 0.606,
|
| 1091 |
+
"ndcg_exponential@5": 0.7448143357800547,
|
| 1092 |
+
"ndcg_exponential@10": 0.7674596599316651,
|
| 1093 |
+
"precision@1": 0.606,
|
| 1094 |
+
"precision@5": 0.1724,
|
| 1095 |
+
"precision@10": 0.09320000000000002,
|
| 1096 |
+
"recall@1": 0.606,
|
| 1097 |
+
"recall@5": 0.862,
|
| 1098 |
+
"recall@10": 0.932,
|
| 1099 |
+
"f1@1": 0.606,
|
| 1100 |
+
"f1@5": 0.2873333333333334,
|
| 1101 |
+
"f1@10": 0.16945454545454547,
|
| 1102 |
+
"map@1": 0.606,
|
| 1103 |
+
"map@5": 0.7055,
|
| 1104 |
+
"map@10": 0.7148436507936508,
|
| 1105 |
+
"mrr@1": 0.606,
|
| 1106 |
+
"mrr@5": 0.7055,
|
| 1107 |
+
"mrr@10": 0.7148436507936508,
|
| 1108 |
+
"num_pred": 1000,
|
| 1109 |
+
"num_data": 1000
|
| 1110 |
+
},
|
| 1111 |
+
"UCF101": {
|
| 1112 |
+
"hit@1": 0.761,
|
| 1113 |
+
"hit@5": 0.937,
|
| 1114 |
+
"hit@10": 0.97,
|
| 1115 |
+
"ndcg_linear@1": 0.761,
|
| 1116 |
+
"ndcg_linear@5": 0.8579114027153297,
|
| 1117 |
+
"ndcg_linear@10": 0.8688727344310351,
|
| 1118 |
+
"ndcg_exponential@1": 0.761,
|
| 1119 |
+
"ndcg_exponential@5": 0.8579114027153297,
|
| 1120 |
+
"ndcg_exponential@10": 0.8688727344310351,
|
| 1121 |
+
"precision@1": 0.761,
|
| 1122 |
+
"precision@5": 0.18740000000000004,
|
| 1123 |
+
"precision@10": 0.09700000000000002,
|
| 1124 |
+
"recall@1": 0.761,
|
| 1125 |
+
"recall@5": 0.937,
|
| 1126 |
+
"recall@10": 0.97,
|
| 1127 |
+
"f1@1": 0.761,
|
| 1128 |
+
"f1@5": 0.3123333333333333,
|
| 1129 |
+
"f1@10": 0.17636363636363633,
|
| 1130 |
+
"map@1": 0.761,
|
| 1131 |
+
"map@5": 0.83125,
|
| 1132 |
+
"map@10": 0.8359436507936508,
|
| 1133 |
+
"mrr@1": 0.761,
|
| 1134 |
+
"mrr@5": 0.83125,
|
| 1135 |
+
"mrr@10": 0.8359436507936508,
|
| 1136 |
+
"num_pred": 1000,
|
| 1137 |
+
"num_data": 1000
|
| 1138 |
+
},
|
| 1139 |
+
"Breakfast": {
|
| 1140 |
+
"hit@1": 0.535796766743649,
|
| 1141 |
+
"hit@5": 0.9284064665127021,
|
| 1142 |
+
"hit@10": 1.0,
|
| 1143 |
+
"ndcg_linear@1": 0.535796766743649,
|
| 1144 |
+
"ndcg_linear@5": 0.7484464276384274,
|
| 1145 |
+
"ndcg_linear@10": 0.7715824119382982,
|
| 1146 |
+
"ndcg_exponential@1": 0.535796766743649,
|
| 1147 |
+
"ndcg_exponential@5": 0.7484464276384274,
|
| 1148 |
+
"ndcg_exponential@10": 0.7715824119382982,
|
| 1149 |
+
"precision@1": 0.535796766743649,
|
| 1150 |
+
"precision@5": 0.18568129330254043,
|
| 1151 |
+
"precision@10": 0.1,
|
| 1152 |
+
"recall@1": 0.535796766743649,
|
| 1153 |
+
"recall@5": 0.9284064665127021,
|
| 1154 |
+
"recall@10": 1.0,
|
| 1155 |
+
"f1@1": 0.535796766743649,
|
| 1156 |
+
"f1@5": 0.30946882217090077,
|
| 1157 |
+
"f1@10": 0.1818181818181818,
|
| 1158 |
+
"map@1": 0.535796766743649,
|
| 1159 |
+
"map@5": 0.68810623556582,
|
| 1160 |
+
"map@10": 0.6976428754719748,
|
| 1161 |
+
"mrr@1": 0.535796766743649,
|
| 1162 |
+
"mrr@5": 0.68810623556582,
|
| 1163 |
+
"mrr@10": 0.6976428754719748,
|
| 1164 |
+
"num_pred": 433,
|
| 1165 |
+
"num_data": 433
|
| 1166 |
+
},
|
| 1167 |
+
"MVBench": {
|
| 1168 |
+
"hit@1": 0.5155,
|
| 1169 |
+
"hit@5": 1.0,
|
| 1170 |
+
"hit@10": 1.0,
|
| 1171 |
+
"ndcg_linear@1": 0.5155,
|
| 1172 |
+
"ndcg_linear@5": 0.7839474353984127,
|
| 1173 |
+
"ndcg_linear@10": 0.7839474353984127,
|
| 1174 |
+
"ndcg_exponential@1": 0.5155,
|
| 1175 |
+
"ndcg_exponential@5": 0.7839474353984127,
|
| 1176 |
+
"ndcg_exponential@10": 0.7839474353984127,
|
| 1177 |
+
"precision@1": 0.5155,
|
| 1178 |
+
"precision@5": 0.20000000000000004,
|
| 1179 |
+
"precision@10": 0.10000000000000002,
|
| 1180 |
+
"recall@1": 0.5155,
|
| 1181 |
+
"recall@5": 1.0,
|
| 1182 |
+
"recall@10": 1.0,
|
| 1183 |
+
"f1@1": 0.5155,
|
| 1184 |
+
"f1@5": 0.3333333333333333,
|
| 1185 |
+
"f1@10": 0.18181818181818182,
|
| 1186 |
+
"map@1": 0.5155,
|
| 1187 |
+
"map@5": 0.7107458333333334,
|
| 1188 |
+
"map@10": 0.7107458333333334,
|
| 1189 |
+
"mrr@1": 0.5155,
|
| 1190 |
+
"mrr@5": 0.7107458333333334,
|
| 1191 |
+
"mrr@10": 0.7107458333333334,
|
| 1192 |
+
"num_pred": 4000,
|
| 1193 |
+
"num_data": 4000
|
| 1194 |
+
},
|
| 1195 |
+
"Video-MME": {
|
| 1196 |
+
"hit@1": 0.5266666666666666,
|
| 1197 |
+
"hit@5": 1.0,
|
| 1198 |
+
"hit@10": 1.0,
|
| 1199 |
+
"ndcg_linear@1": 0.5266666666666666,
|
| 1200 |
+
"ndcg_linear@5": 0.7848346472567268,
|
| 1201 |
+
"ndcg_linear@10": 0.7848346472567268,
|
| 1202 |
+
"ndcg_exponential@1": 0.5266666666666666,
|
| 1203 |
+
"ndcg_exponential@5": 0.7848346472567268,
|
| 1204 |
+
"ndcg_exponential@10": 0.7848346472567268,
|
| 1205 |
+
"precision@1": 0.5266666666666666,
|
| 1206 |
+
"precision@5": 0.19999999999999996,
|
| 1207 |
+
"precision@10": 0.09999999999999998,
|
| 1208 |
+
"recall@1": 0.5266666666666666,
|
| 1209 |
+
"recall@5": 1.0,
|
| 1210 |
+
"recall@10": 1.0,
|
| 1211 |
+
"f1@1": 0.5266666666666666,
|
| 1212 |
+
"f1@5": 0.3333333333333334,
|
| 1213 |
+
"f1@10": 0.18181818181818188,
|
| 1214 |
+
"map@1": 0.5266666666666666,
|
| 1215 |
+
"map@5": 0.7123456790123457,
|
| 1216 |
+
"map@10": 0.7123456790123457,
|
| 1217 |
+
"mrr@1": 0.5266666666666666,
|
| 1218 |
+
"mrr@5": 0.7123456790123457,
|
| 1219 |
+
"mrr@10": 0.7123456790123457,
|
| 1220 |
+
"num_pred": 2700,
|
| 1221 |
+
"num_data": 2700
|
| 1222 |
+
},
|
| 1223 |
+
"NExTQA": {
|
| 1224 |
+
"hit@1": 0.6143157403082672,
|
| 1225 |
+
"hit@5": 1.0,
|
| 1226 |
+
"hit@10": 1.0,
|
| 1227 |
+
"ndcg_linear@1": 0.6143157403082672,
|
| 1228 |
+
"ndcg_linear@5": 0.8219651812060924,
|
| 1229 |
+
"ndcg_linear@10": 0.8219651812060924,
|
| 1230 |
+
"ndcg_exponential@1": 0.6143157403082672,
|
| 1231 |
+
"ndcg_exponential@5": 0.8219651812060924,
|
| 1232 |
+
"ndcg_exponential@10": 0.8219651812060924,
|
| 1233 |
+
"precision@1": 0.6143157403082672,
|
| 1234 |
+
"precision@5": 0.20000000000000004,
|
| 1235 |
+
"precision@10": 0.10000000000000002,
|
| 1236 |
+
"recall@1": 0.6143157403082672,
|
| 1237 |
+
"recall@5": 1.0,
|
| 1238 |
+
"recall@10": 1.0,
|
| 1239 |
+
"f1@1": 0.6143157403082672,
|
| 1240 |
+
"f1@5": 0.3333333333333333,
|
| 1241 |
+
"f1@10": 0.1818181818181818,
|
| 1242 |
+
"map@1": 0.6143157403082672,
|
| 1243 |
+
"map@5": 0.7624980538689087,
|
| 1244 |
+
"map@10": 0.7624980538689087,
|
| 1245 |
+
"mrr@1": 0.6143157403082672,
|
| 1246 |
+
"mrr@5": 0.7624980538689087,
|
| 1247 |
+
"mrr@10": 0.7624980538689087,
|
| 1248 |
+
"num_pred": 8564,
|
| 1249 |
+
"num_data": 8564
|
| 1250 |
+
},
|
| 1251 |
+
"EgoSchema": {
|
| 1252 |
+
"hit@1": 0.592,
|
| 1253 |
+
"hit@5": 1.0,
|
| 1254 |
+
"hit@10": 1.0,
|
| 1255 |
+
"ndcg_linear@1": 0.592,
|
| 1256 |
+
"ndcg_linear@5": 0.8167827004555351,
|
| 1257 |
+
"ndcg_linear@10": 0.8167827004555351,
|
| 1258 |
+
"ndcg_exponential@1": 0.592,
|
| 1259 |
+
"ndcg_exponential@5": 0.8167827004555351,
|
| 1260 |
+
"ndcg_exponential@10": 0.8167827004555351,
|
| 1261 |
+
"precision@1": 0.592,
|
| 1262 |
+
"precision@5": 0.2,
|
| 1263 |
+
"precision@10": 0.1,
|
| 1264 |
+
"recall@1": 0.592,
|
| 1265 |
+
"recall@5": 1.0,
|
| 1266 |
+
"recall@10": 1.0,
|
| 1267 |
+
"f1@1": 0.592,
|
| 1268 |
+
"f1@5": 0.3333333333333333,
|
| 1269 |
+
"f1@10": 0.18181818181818182,
|
| 1270 |
+
"map@1": 0.592,
|
| 1271 |
+
"map@5": 0.7551333333333333,
|
| 1272 |
+
"map@10": 0.7551333333333333,
|
| 1273 |
+
"mrr@1": 0.592,
|
| 1274 |
+
"mrr@5": 0.7551333333333333,
|
| 1275 |
+
"mrr@10": 0.7551333333333333,
|
| 1276 |
+
"num_pred": 500,
|
| 1277 |
+
"num_data": 500
|
| 1278 |
+
},
|
| 1279 |
+
"ActivityNetQA": {
|
| 1280 |
+
"hit@1": 0.72,
|
| 1281 |
+
"hit@5": 1.0,
|
| 1282 |
+
"hit@10": 1.0,
|
| 1283 |
+
"ndcg_linear@1": 0.72,
|
| 1284 |
+
"ndcg_linear@5": 0.8966603310000082,
|
| 1285 |
+
"ndcg_linear@10": 0.8966603310000082,
|
| 1286 |
+
"ndcg_exponential@1": 0.72,
|
| 1287 |
+
"ndcg_exponential@5": 0.8966603310000082,
|
| 1288 |
+
"ndcg_exponential@10": 0.8966603310000082,
|
| 1289 |
+
"precision@1": 0.72,
|
| 1290 |
+
"precision@5": 0.20000000000000004,
|
| 1291 |
+
"precision@10": 0.10000000000000002,
|
| 1292 |
+
"recall@1": 0.72,
|
| 1293 |
+
"recall@5": 1.0,
|
| 1294 |
+
"recall@10": 1.0,
|
| 1295 |
+
"f1@1": 0.72,
|
| 1296 |
+
"f1@5": 0.3333333333333333,
|
| 1297 |
+
"f1@10": 0.18181818181818182,
|
| 1298 |
+
"map@1": 0.72,
|
| 1299 |
+
"map@5": 0.86,
|
| 1300 |
+
"map@10": 0.86,
|
| 1301 |
+
"mrr@1": 0.72,
|
| 1302 |
+
"mrr@5": 0.86,
|
| 1303 |
+
"mrr@10": 0.86,
|
| 1304 |
+
"num_pred": 1000,
|
| 1305 |
+
"num_data": 1000
|
| 1306 |
+
},
|
| 1307 |
+
"DiDeMo": {
|
| 1308 |
+
"hit@1": 0.6902390438247012,
|
| 1309 |
+
"hit@5": 0.8814741035856574,
|
| 1310 |
+
"hit@10": 0.9243027888446215,
|
| 1311 |
+
"ndcg_linear@1": 0.6902390438247012,
|
| 1312 |
+
"ndcg_linear@5": 0.7968887709340706,
|
| 1313 |
+
"ndcg_linear@10": 0.8111153702954957,
|
| 1314 |
+
"ndcg_exponential@1": 0.6902390438247012,
|
| 1315 |
+
"ndcg_exponential@5": 0.7968887709340706,
|
| 1316 |
+
"ndcg_exponential@10": 0.8111153702954957,
|
| 1317 |
+
"precision@1": 0.6902390438247012,
|
| 1318 |
+
"precision@5": 0.17629482071713148,
|
| 1319 |
+
"precision@10": 0.09243027888446216,
|
| 1320 |
+
"recall@1": 0.6902390438247012,
|
| 1321 |
+
"recall@5": 0.8814741035856574,
|
| 1322 |
+
"recall@10": 0.9243027888446215,
|
| 1323 |
+
"f1@1": 0.6902390438247012,
|
| 1324 |
+
"f1@5": 0.29382470119521914,
|
| 1325 |
+
"f1@10": 0.16805505251720387,
|
| 1326 |
+
"map@1": 0.6902390438247012,
|
| 1327 |
+
"map@5": 0.7683432934926958,
|
| 1328 |
+
"map@10": 0.7744320337696832,
|
| 1329 |
+
"mrr@1": 0.6902390438247012,
|
| 1330 |
+
"mrr@5": 0.7683432934926958,
|
| 1331 |
+
"mrr@10": 0.7744320337696832,
|
| 1332 |
+
"num_pred": 1004,
|
| 1333 |
+
"num_data": 1004
|
| 1334 |
+
},
|
| 1335 |
+
"MSR-VTT": {
|
| 1336 |
+
"hit@1": 0.568,
|
| 1337 |
+
"hit@5": 0.791,
|
| 1338 |
+
"hit@10": 0.854,
|
| 1339 |
+
"ndcg_linear@1": 0.568,
|
| 1340 |
+
"ndcg_linear@5": 0.6906888009810179,
|
| 1341 |
+
"ndcg_linear@10": 0.7110402923821653,
|
| 1342 |
+
"ndcg_exponential@1": 0.568,
|
| 1343 |
+
"ndcg_exponential@5": 0.6906888009810179,
|
| 1344 |
+
"ndcg_exponential@10": 0.7110402923821653,
|
| 1345 |
+
"precision@1": 0.568,
|
| 1346 |
+
"precision@5": 0.15819999999999998,
|
| 1347 |
+
"precision@10": 0.0854,
|
| 1348 |
+
"recall@1": 0.568,
|
| 1349 |
+
"recall@5": 0.791,
|
| 1350 |
+
"recall@10": 0.854,
|
| 1351 |
+
"f1@1": 0.568,
|
| 1352 |
+
"f1@5": 0.2636666666666667,
|
| 1353 |
+
"f1@10": 0.1552727272727273,
|
| 1354 |
+
"map@1": 0.568,
|
| 1355 |
+
"map@5": 0.6569833333333334,
|
| 1356 |
+
"map@10": 0.6653757936507937,
|
| 1357 |
+
"mrr@1": 0.568,
|
| 1358 |
+
"mrr@5": 0.6569833333333334,
|
| 1359 |
+
"mrr@10": 0.6653757936507937,
|
| 1360 |
+
"num_pred": 1000,
|
| 1361 |
+
"num_data": 1000
|
| 1362 |
+
},
|
| 1363 |
+
"MSVD": {
|
| 1364 |
+
"hit@1": 0.7432835820895523,
|
| 1365 |
+
"hit@5": 0.9388059701492537,
|
| 1366 |
+
"hit@10": 0.9686567164179104,
|
| 1367 |
+
"ndcg_linear@1": 0.7432835820895523,
|
| 1368 |
+
"ndcg_linear@5": 0.8540625181789705,
|
| 1369 |
+
"ndcg_linear@10": 0.8640687084945531,
|
| 1370 |
+
"ndcg_exponential@1": 0.7432835820895523,
|
| 1371 |
+
"ndcg_exponential@5": 0.8540625181789705,
|
| 1372 |
+
"ndcg_exponential@10": 0.8640687084945531,
|
| 1373 |
+
"precision@1": 0.7432835820895523,
|
| 1374 |
+
"precision@5": 0.18776119402985073,
|
| 1375 |
+
"precision@10": 0.09686567164179104,
|
| 1376 |
+
"recall@1": 0.7432835820895523,
|
| 1377 |
+
"recall@5": 0.9388059701492537,
|
| 1378 |
+
"recall@10": 0.9686567164179104,
|
| 1379 |
+
"f1@1": 0.7432835820895523,
|
| 1380 |
+
"f1@5": 0.31293532338308466,
|
| 1381 |
+
"f1@10": 0.17611940298507467,
|
| 1382 |
+
"map@1": 0.7432835820895523,
|
| 1383 |
+
"map@5": 0.8252736318407962,
|
| 1384 |
+
"map@10": 0.8296090973702915,
|
| 1385 |
+
"mrr@1": 0.7432835820895523,
|
| 1386 |
+
"mrr@5": 0.8252736318407962,
|
| 1387 |
+
"mrr@10": 0.8296090973702915,
|
| 1388 |
+
"num_pred": 670,
|
| 1389 |
+
"num_data": 670
|
| 1390 |
+
},
|
| 1391 |
+
"VATEX": {
|
| 1392 |
+
"hit@1": 0.5799464046449307,
|
| 1393 |
+
"hit@5": 0.8510495757034391,
|
| 1394 |
+
"hit@10": 0.9160339437248772,
|
| 1395 |
+
"ndcg_linear@1": 0.5799464046449307,
|
| 1396 |
+
"ndcg_linear@5": 0.7265880789221243,
|
| 1397 |
+
"ndcg_linear@10": 0.7478980103427153,
|
| 1398 |
+
"ndcg_exponential@1": 0.5799464046449307,
|
| 1399 |
+
"ndcg_exponential@5": 0.7265880789221243,
|
| 1400 |
+
"ndcg_exponential@10": 0.7478980103427153,
|
| 1401 |
+
"precision@1": 0.5799464046449307,
|
| 1402 |
+
"precision@5": 0.17020991514068778,
|
| 1403 |
+
"precision@10": 0.09160339437248771,
|
| 1404 |
+
"recall@1": 0.5799464046449307,
|
| 1405 |
+
"recall@5": 0.8510495757034391,
|
| 1406 |
+
"recall@10": 0.9160339437248772,
|
| 1407 |
+
"f1@1": 0.5799464046449307,
|
| 1408 |
+
"f1@5": 0.28368319190114644,
|
| 1409 |
+
"f1@10": 0.1665516261317959,
|
| 1410 |
+
"map@1": 0.5799464046449307,
|
| 1411 |
+
"map@5": 0.6849598034836981,
|
| 1412 |
+
"map@10": 0.6939280751752838,
|
| 1413 |
+
"mrr@1": 0.5799464046449307,
|
| 1414 |
+
"mrr@5": 0.6849598034836981,
|
| 1415 |
+
"mrr@10": 0.6939280751752838,
|
| 1416 |
+
"num_pred": 4478,
|
| 1417 |
+
"num_data": 4478
|
| 1418 |
+
},
|
| 1419 |
+
"YouCook2": {
|
| 1420 |
+
"hit@1": 0.47121736395092795,
|
| 1421 |
+
"hit@5": 0.7448883296634161,
|
| 1422 |
+
"hit@10": 0.8379993708713432,
|
| 1423 |
+
"ndcg_linear@1": 0.47121736395092795,
|
| 1424 |
+
"ndcg_linear@5": 0.6175433562962913,
|
| 1425 |
+
"ndcg_linear@10": 0.647963741560115,
|
| 1426 |
+
"ndcg_exponential@1": 0.47121736395092795,
|
| 1427 |
+
"ndcg_exponential@5": 0.6175433562962913,
|
| 1428 |
+
"ndcg_exponential@10": 0.647963741560115,
|
| 1429 |
+
"precision@1": 0.47121736395092795,
|
| 1430 |
+
"precision@5": 0.14897766593268322,
|
| 1431 |
+
"precision@10": 0.08379993708713432,
|
| 1432 |
+
"recall@1": 0.47121736395092795,
|
| 1433 |
+
"recall@5": 0.7448883296634161,
|
| 1434 |
+
"recall@10": 0.8379993708713432,
|
| 1435 |
+
"f1@1": 0.47121736395092795,
|
| 1436 |
+
"f1@5": 0.24829610988780548,
|
| 1437 |
+
"f1@10": 0.15236352197660788,
|
| 1438 |
+
"map@1": 0.47121736395092795,
|
| 1439 |
+
"map@5": 0.5750655342350843,
|
| 1440 |
+
"map@10": 0.5878042660914633,
|
| 1441 |
+
"mrr@1": 0.47121736395092795,
|
| 1442 |
+
"mrr@5": 0.5750655342350843,
|
| 1443 |
+
"mrr@10": 0.5878042660914633,
|
| 1444 |
+
"num_pred": 3179,
|
| 1445 |
+
"num_data": 3179
|
| 1446 |
+
},
|
| 1447 |
+
"Charades-STA": {
|
| 1448 |
+
"hit@1": 0.35488308115543327,
|
| 1449 |
+
"hit@5": 0.734525447042641,
|
| 1450 |
+
"hit@10": 1.0,
|
| 1451 |
+
"ndcg_linear@1": 0.35488308115543327,
|
| 1452 |
+
"ndcg_linear@5": 0.5508854252211464,
|
| 1453 |
+
"ndcg_linear@10": 0.6347919155823586,
|
| 1454 |
+
"ndcg_exponential@1": 0.35488308115543327,
|
| 1455 |
+
"ndcg_exponential@5": 0.5508854252211464,
|
| 1456 |
+
"ndcg_exponential@10": 0.6347919155823586,
|
| 1457 |
+
"precision@1": 0.35488308115543327,
|
| 1458 |
+
"precision@5": 0.1469050894085282,
|
| 1459 |
+
"precision@10": 0.09999999999999998,
|
| 1460 |
+
"recall@1": 0.35488308115543327,
|
| 1461 |
+
"recall@5": 0.734525447042641,
|
| 1462 |
+
"recall@10": 1.0,
|
| 1463 |
+
"f1@1": 0.35488308115543327,
|
| 1464 |
+
"f1@5": 0.2448418156808804,
|
| 1465 |
+
"f1@10": 0.18181818181818185,
|
| 1466 |
+
"map@1": 0.35488308115543327,
|
| 1467 |
+
"map@5": 0.4903484640073361,
|
| 1468 |
+
"map@10": 0.5238695661666776,
|
| 1469 |
+
"mrr@1": 0.35488308115543327,
|
| 1470 |
+
"mrr@5": 0.4903484640073361,
|
| 1471 |
+
"mrr@10": 0.5238695661666776,
|
| 1472 |
+
"num_pred": 727,
|
| 1473 |
+
"num_data": 727
|
| 1474 |
+
},
|
| 1475 |
+
"MomentSeeker": {
|
| 1476 |
+
"hit@1": 0.5368289637952559,
|
| 1477 |
+
"hit@5": 0.9463171036204744,
|
| 1478 |
+
"hit@10": 1.0,
|
| 1479 |
+
"ndcg_linear@1": 0.5368289637952559,
|
| 1480 |
+
"ndcg_linear@5": 0.7666523948916473,
|
| 1481 |
+
"ndcg_linear@10": 0.7875110707949544,
|
| 1482 |
+
"ndcg_exponential@1": 0.5368289637952559,
|
| 1483 |
+
"ndcg_exponential@5": 0.7666523948916473,
|
| 1484 |
+
"ndcg_exponential@10": 0.7875110707949544,
|
| 1485 |
+
"precision@1": 0.5368289637952559,
|
| 1486 |
+
"precision@5": 0.21323345817727843,
|
| 1487 |
+
"precision@10": 0.11454431960049939,
|
| 1488 |
+
"recall@1": 0.5042394923012901,
|
| 1489 |
+
"recall@5": 0.9381762380357885,
|
| 1490 |
+
"recall@10": 0.9990116521015397,
|
| 1491 |
+
"f1@1": 0.5143412004835225,
|
| 1492 |
+
"f1@5": 0.3414338297297099,
|
| 1493 |
+
"f1@10": 0.20263331827002243,
|
| 1494 |
+
"map@1": 0.5368289637952559,
|
| 1495 |
+
"map@5": 0.7039096962130669,
|
| 1496 |
+
"map@10": 0.7140188004907887,
|
| 1497 |
+
"mrr@1": 0.5368289637952559,
|
| 1498 |
+
"mrr@5": 0.7108094049105286,
|
| 1499 |
+
"mrr@10": 0.7183131700453798,
|
| 1500 |
+
"num_pred": 1602,
|
| 1501 |
+
"num_data": 1602
|
| 1502 |
+
},
|
| 1503 |
+
"QVHighlight": {
|
| 1504 |
+
"hit@1": 0.8282548476454293,
|
| 1505 |
+
"hit@5": 0.9787626962142197,
|
| 1506 |
+
"hit@10": 1.0,
|
| 1507 |
+
"ndcg_linear@1": 0.8282548476454293,
|
| 1508 |
+
"ndcg_linear@5": 0.9135468087879609,
|
| 1509 |
+
"ndcg_linear@10": 0.9202899043994416,
|
| 1510 |
+
"ndcg_exponential@1": 0.8282548476454293,
|
| 1511 |
+
"ndcg_exponential@5": 0.9135468087879609,
|
| 1512 |
+
"ndcg_exponential@10": 0.9202899043994416,
|
| 1513 |
+
"precision@1": 0.8282548476454293,
|
| 1514 |
+
"precision@5": 0.19575253924284394,
|
| 1515 |
+
"precision@10": 0.09999999999999998,
|
| 1516 |
+
"recall@1": 0.8282548476454293,
|
| 1517 |
+
"recall@5": 0.9787626962142197,
|
| 1518 |
+
"recall@10": 1.0,
|
| 1519 |
+
"f1@1": 0.8282548476454293,
|
| 1520 |
+
"f1@5": 0.3262542320714067,
|
| 1521 |
+
"f1@10": 0.18181818181818185,
|
| 1522 |
+
"map@1": 0.8282548476454293,
|
| 1523 |
+
"map@5": 0.8913511849799939,
|
| 1524 |
+
"map@10": 0.8940641076375149,
|
| 1525 |
+
"mrr@1": 0.8282548476454293,
|
| 1526 |
+
"mrr@5": 0.8913511849799939,
|
| 1527 |
+
"mrr@10": 0.8940641076375149,
|
| 1528 |
+
"num_pred": 1083,
|
| 1529 |
+
"num_data": 1083
|
| 1530 |
+
}
|
| 1531 |
+
},
|
| 1532 |
+
"visdoc": {
|
| 1533 |
+
"MMLongBench-doc": {
|
| 1534 |
+
"hit@1": 0.7517899761336515,
|
| 1535 |
+
"hit@5": 0.8329355608591885,
|
| 1536 |
+
"hit@10": 0.8651551312649165,
|
| 1537 |
+
"ndcg_linear@1": 0.5278440731901353,
|
| 1538 |
+
"ndcg_linear@5": 0.5560664907532832,
|
| 1539 |
+
"ndcg_linear@10": 0.5326051806616032,
|
| 1540 |
+
"ndcg_exponential@1": 0.36788271394476646,
|
| 1541 |
+
"ndcg_exponential@5": 0.4673969398432341,
|
| 1542 |
+
"ndcg_exponential@10": 0.47511495396593656,
|
| 1543 |
+
"precision@1": 0.7517899761336515,
|
| 1544 |
+
"precision@5": 0.6133651551312649,
|
| 1545 |
+
"precision@10": 0.5400954653937948,
|
| 1546 |
+
"recall@1": 0.024444448048286996,
|
| 1547 |
+
"recall@5": 0.09666881533557352,
|
| 1548 |
+
"recall@10": 0.1657204384617494,
|
| 1549 |
+
"f1@1": 0.046856380618739,
|
| 1550 |
+
"f1@5": 0.1601625988239127,
|
| 1551 |
+
"f1@10": 0.23766666503025982,
|
| 1552 |
+
"map@1": 0.7517899761336515,
|
| 1553 |
+
"map@5": 0.5838464598249801,
|
| 1554 |
+
"map@10": 0.49594147377858594,
|
| 1555 |
+
"mrr@1": 0.7517899761336515,
|
| 1556 |
+
"mrr@5": 0.7842084327764517,
|
| 1557 |
+
"mrr@10": 0.7883523695874531,
|
| 1558 |
+
"num_pred": 838,
|
| 1559 |
+
"num_data": 838
|
| 1560 |
+
},
|
| 1561 |
+
"ViDoRe_arxivqa": {
|
| 1562 |
+
"hit@1": 0.86,
|
| 1563 |
+
"hit@5": 0.94,
|
| 1564 |
+
"hit@10": 0.96,
|
| 1565 |
+
"ndcg_linear@1": 0.86,
|
| 1566 |
+
"ndcg_linear@5": 0.9038342040458724,
|
| 1567 |
+
"ndcg_linear@10": 0.9105695984100647,
|
| 1568 |
+
"ndcg_exponential@1": 0.86,
|
| 1569 |
+
"ndcg_exponential@5": 0.9038342040458724,
|
| 1570 |
+
"ndcg_exponential@10": 0.9105695984100647,
|
| 1571 |
+
"precision@1": 0.86,
|
| 1572 |
+
"precision@5": 0.188,
|
| 1573 |
+
"precision@10": 0.096,
|
| 1574 |
+
"recall@1": 0.86,
|
| 1575 |
+
"recall@5": 0.94,
|
| 1576 |
+
"recall@10": 0.96,
|
| 1577 |
+
"f1@1": 0.86,
|
| 1578 |
+
"f1@5": 0.3133333333333333,
|
| 1579 |
+
"f1@10": 0.17454545454545456,
|
| 1580 |
+
"map@1": 0.86,
|
| 1581 |
+
"map@5": 0.8916999999999999,
|
| 1582 |
+
"map@10": 0.8946380952380952,
|
| 1583 |
+
"mrr@1": 0.86,
|
| 1584 |
+
"mrr@5": 0.8916999999999999,
|
| 1585 |
+
"mrr@10": 0.8946380952380952,
|
| 1586 |
+
"num_pred": 500,
|
| 1587 |
+
"num_data": 500
|
| 1588 |
+
},
|
| 1589 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": {
|
| 1590 |
+
"hit@1": 0.6625,
|
| 1591 |
+
"hit@5": 0.9296875,
|
| 1592 |
+
"hit@10": 0.9625,
|
| 1593 |
+
"ndcg_linear@1": 0.6625,
|
| 1594 |
+
"ndcg_linear@5": 0.6933124611562006,
|
| 1595 |
+
"ndcg_linear@10": 0.7219922970806867,
|
| 1596 |
+
"ndcg_exponential@1": 0.6625,
|
| 1597 |
+
"ndcg_exponential@5": 0.6933124611562006,
|
| 1598 |
+
"ndcg_exponential@10": 0.7219922970806867,
|
| 1599 |
+
"precision@1": 0.6625,
|
| 1600 |
+
"precision@5": 0.3253125,
|
| 1601 |
+
"precision@10": 0.20421874999999998,
|
| 1602 |
+
"recall@1": 0.3828407399891775,
|
| 1603 |
+
"recall@5": 0.7197224598107269,
|
| 1604 |
+
"recall@10": 0.8150933894325755,
|
| 1605 |
+
"f1@1": 0.44327826253607505,
|
| 1606 |
+
"f1@5": 0.39594019195673613,
|
| 1607 |
+
"f1@10": 0.2933836336593689,
|
| 1608 |
+
"map@1": 0.6625,
|
| 1609 |
+
"map@5": 0.6192300347222222,
|
| 1610 |
+
"map@10": 0.6342958386479591,
|
| 1611 |
+
"mrr@1": 0.6625,
|
| 1612 |
+
"mrr@5": 0.7677083333333334,
|
| 1613 |
+
"mrr@10": 0.7722550843253968,
|
| 1614 |
+
"num_pred": 640,
|
| 1615 |
+
"num_data": 640
|
| 1616 |
+
},
|
| 1617 |
+
"ViDoRe_docvqa": {
|
| 1618 |
+
"hit@1": 0.5476718403547672,
|
| 1619 |
+
"hit@5": 0.729490022172949,
|
| 1620 |
+
"hit@10": 0.8048780487804879,
|
| 1621 |
+
"ndcg_linear@1": 0.5476718403547672,
|
| 1622 |
+
"ndcg_linear@5": 0.6368221933386389,
|
| 1623 |
+
"ndcg_linear@10": 0.661236243449736,
|
| 1624 |
+
"ndcg_exponential@1": 0.5476718403547672,
|
| 1625 |
+
"ndcg_exponential@5": 0.6368221933386389,
|
| 1626 |
+
"ndcg_exponential@10": 0.661236243449736,
|
| 1627 |
+
"precision@1": 0.5476718403547672,
|
| 1628 |
+
"precision@5": 0.1490022172949002,
|
| 1629 |
+
"precision@10": 0.08292682926829266,
|
| 1630 |
+
"recall@1": 0.540169992609017,
|
| 1631 |
+
"recall@5": 0.7163155949741314,
|
| 1632 |
+
"recall@10": 0.7925166297117515,
|
| 1633 |
+
"f1@1": 0.5417306270964808,
|
| 1634 |
+
"f1@5": 0.24450617929814494,
|
| 1635 |
+
"f1@10": 0.14884174706791117,
|
| 1636 |
+
"map@1": 0.5476718403547672,
|
| 1637 |
+
"map@5": 0.6076262626262626,
|
| 1638 |
+
"map@10": 0.6175913314327949,
|
| 1639 |
+
"mrr@1": 0.5476718403547672,
|
| 1640 |
+
"mrr@5": 0.6144863266814486,
|
| 1641 |
+
"mrr@10": 0.6242494632738536,
|
| 1642 |
+
"num_pred": 451,
|
| 1643 |
+
"num_data": 451
|
| 1644 |
+
},
|
| 1645 |
+
"ViDoRe_economics_reports_v2_multilingual": {
|
| 1646 |
+
"hit@1": 0.7025862068965517,
|
| 1647 |
+
"hit@5": 0.9094827586206896,
|
| 1648 |
+
"hit@10": 0.9655172413793104,
|
| 1649 |
+
"ndcg_linear@1": 0.7025862068965517,
|
| 1650 |
+
"ndcg_linear@5": 0.6107561622813151,
|
| 1651 |
+
"ndcg_linear@10": 0.5917225869054166,
|
| 1652 |
+
"ndcg_exponential@1": 0.7025862068965517,
|
| 1653 |
+
"ndcg_exponential@5": 0.6107561622813151,
|
| 1654 |
+
"ndcg_exponential@10": 0.5917225869054165,
|
| 1655 |
+
"precision@1": 0.7025862068965517,
|
| 1656 |
+
"precision@5": 0.5206896551724138,
|
| 1657 |
+
"precision@10": 0.4232758620689655,
|
| 1658 |
+
"recall@1": 0.10933628840860615,
|
| 1659 |
+
"recall@5": 0.3193252637427939,
|
| 1660 |
+
"recall@10": 0.4513948232769315,
|
| 1661 |
+
"f1@1": 0.16215743309265176,
|
| 1662 |
+
"f1@5": 0.31522273958065655,
|
| 1663 |
+
"f1@10": 0.3538432662117025,
|
| 1664 |
+
"map@1": 0.7025862068965517,
|
| 1665 |
+
"map@5": 0.5161182950191571,
|
| 1666 |
+
"map@10": 0.4605206487128696,
|
| 1667 |
+
"mrr@1": 0.7025862068965517,
|
| 1668 |
+
"mrr@5": 0.782830459770115,
|
| 1669 |
+
"mrr@10": 0.7904539545703338,
|
| 1670 |
+
"num_pred": 232,
|
| 1671 |
+
"num_data": 232
|
| 1672 |
+
},
|
| 1673 |
+
"ViDoRe_esg_reports_human_labeled_v2": {
|
| 1674 |
+
"hit@1": 0.7307692307692307,
|
| 1675 |
+
"hit@5": 0.9230769230769231,
|
| 1676 |
+
"hit@10": 0.9807692307692307,
|
| 1677 |
+
"ndcg_linear@1": 0.7307692307692307,
|
| 1678 |
+
"ndcg_linear@5": 0.7730191310257628,
|
| 1679 |
+
"ndcg_linear@10": 0.8022610078325327,
|
| 1680 |
+
"ndcg_exponential@1": 0.7307692307692307,
|
| 1681 |
+
"ndcg_exponential@5": 0.7718459086499484,
|
| 1682 |
+
"ndcg_exponential@10": 0.8008862666568392,
|
| 1683 |
+
"precision@1": 0.7307692307692307,
|
| 1684 |
+
"precision@5": 0.3076923076923077,
|
| 1685 |
+
"precision@10": 0.1846153846153846,
|
| 1686 |
+
"recall@1": 0.5110431235431236,
|
| 1687 |
+
"recall@5": 0.8009324009324009,
|
| 1688 |
+
"recall@10": 0.8833125208125209,
|
| 1689 |
+
"f1@1": 0.5593688362919133,
|
| 1690 |
+
"f1@5": 0.39814482902718196,
|
| 1691 |
+
"f1@10": 0.27796878837602823,
|
| 1692 |
+
"map@1": 0.7307692307692307,
|
| 1693 |
+
"map@5": 0.7261538461538459,
|
| 1694 |
+
"map@10": 0.7427653133903133,
|
| 1695 |
+
"mrr@1": 0.7307692307692307,
|
| 1696 |
+
"mrr@5": 0.8205128205128205,
|
| 1697 |
+
"mrr@10": 0.8277243589743589,
|
| 1698 |
+
"num_pred": 52,
|
| 1699 |
+
"num_data": 52
|
| 1700 |
+
},
|
| 1701 |
+
"ViDoRe_esg_reports_v2_multilingual": {
|
| 1702 |
+
"hit@1": 0.6535087719298246,
|
| 1703 |
+
"hit@5": 0.9035087719298246,
|
| 1704 |
+
"hit@10": 0.9517543859649122,
|
| 1705 |
+
"ndcg_linear@1": 0.6535087719298246,
|
| 1706 |
+
"ndcg_linear@5": 0.6503878844927435,
|
| 1707 |
+
"ndcg_linear@10": 0.694197221088204,
|
| 1708 |
+
"ndcg_exponential@1": 0.6535087719298246,
|
| 1709 |
+
"ndcg_exponential@5": 0.6503878844927435,
|
| 1710 |
+
"ndcg_exponential@10": 0.694197221088204,
|
| 1711 |
+
"precision@1": 0.6535087719298246,
|
| 1712 |
+
"precision@5": 0.33157894736842114,
|
| 1713 |
+
"precision@10": 0.22675438596491232,
|
| 1714 |
+
"recall@1": 0.3112990810359232,
|
| 1715 |
+
"recall@5": 0.672404970760234,
|
| 1716 |
+
"recall@10": 0.8070488721804512,
|
| 1717 |
+
"f1@1": 0.37960364264357,
|
| 1718 |
+
"f1@5": 0.3858952990238354,
|
| 1719 |
+
"f1@10": 0.30841763502672737,
|
| 1720 |
+
"map@1": 0.6535087719298246,
|
| 1721 |
+
"map@5": 0.56385477582846,
|
| 1722 |
+
"map@10": 0.5893061502134966,
|
| 1723 |
+
"mrr@1": 0.6535087719298246,
|
| 1724 |
+
"mrr@5": 0.7471491228070175,
|
| 1725 |
+
"mrr@10": 0.7538446811473127,
|
| 1726 |
+
"num_pred": 228,
|
| 1727 |
+
"num_data": 228
|
| 1728 |
+
},
|
| 1729 |
+
"ViDoRe_infovqa": {
|
| 1730 |
+
"hit@1": 0.8906882591093117,
|
| 1731 |
+
"hit@5": 0.9615384615384616,
|
| 1732 |
+
"hit@10": 0.9777327935222672,
|
| 1733 |
+
"ndcg_linear@1": 0.8906882591093117,
|
| 1734 |
+
"ndcg_linear@5": 0.9282167602563531,
|
| 1735 |
+
"ndcg_linear@10": 0.9340873883842197,
|
| 1736 |
+
"ndcg_exponential@1": 0.8906882591093117,
|
| 1737 |
+
"ndcg_exponential@5": 0.9282167602563531,
|
| 1738 |
+
"ndcg_exponential@10": 0.9340873883842197,
|
| 1739 |
+
"precision@1": 0.8906882591093117,
|
| 1740 |
+
"precision@5": 0.19230769230769232,
|
| 1741 |
+
"precision@10": 0.0979757085020243,
|
| 1742 |
+
"recall@1": 0.8906882591093117,
|
| 1743 |
+
"recall@5": 0.9589068825910931,
|
| 1744 |
+
"recall@10": 0.9761133603238866,
|
| 1745 |
+
"f1@1": 0.8906882591093117,
|
| 1746 |
+
"f1@5": 0.3201465201465201,
|
| 1747 |
+
"f1@10": 0.1779781621886885,
|
| 1748 |
+
"map@1": 0.8906882591093117,
|
| 1749 |
+
"map@5": 0.9176585695006747,
|
| 1750 |
+
"map@10": 0.9203455754771545,
|
| 1751 |
+
"mrr@1": 0.8906882591093117,
|
| 1752 |
+
"mrr@5": 0.9181848852901485,
|
| 1753 |
+
"mrr@10": 0.9205345093502989,
|
| 1754 |
+
"num_pred": 494,
|
| 1755 |
+
"num_data": 494
|
| 1756 |
+
},
|
| 1757 |
+
"ViDoRe_shiftproject": {
|
| 1758 |
+
"hit@1": 0.73,
|
| 1759 |
+
"hit@5": 0.97,
|
| 1760 |
+
"hit@10": 0.99,
|
| 1761 |
+
"ndcg_linear@1": 0.73,
|
| 1762 |
+
"ndcg_linear@5": 0.868869057313635,
|
| 1763 |
+
"ndcg_linear@10": 0.8757644625180485,
|
| 1764 |
+
"ndcg_exponential@1": 0.73,
|
| 1765 |
+
"ndcg_exponential@5": 0.868869057313635,
|
| 1766 |
+
"ndcg_exponential@10": 0.8757644625180485,
|
| 1767 |
+
"precision@1": 0.73,
|
| 1768 |
+
"precision@5": 0.19399999999999998,
|
| 1769 |
+
"precision@10": 0.09899999999999999,
|
| 1770 |
+
"recall@1": 0.73,
|
| 1771 |
+
"recall@5": 0.97,
|
| 1772 |
+
"recall@10": 0.99,
|
| 1773 |
+
"f1@1": 0.73,
|
| 1774 |
+
"f1@5": 0.3233333333333334,
|
| 1775 |
+
"f1@10": 0.18000000000000008,
|
| 1776 |
+
"map@1": 0.73,
|
| 1777 |
+
"map@5": 0.8341666666666666,
|
| 1778 |
+
"map@10": 0.8372619047619048,
|
| 1779 |
+
"mrr@1": 0.73,
|
| 1780 |
+
"mrr@5": 0.8341666666666666,
|
| 1781 |
+
"mrr@10": 0.8372619047619048,
|
| 1782 |
+
"num_pred": 100,
|
| 1783 |
+
"num_data": 100
|
| 1784 |
+
},
|
| 1785 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": {
|
| 1786 |
+
"hit@1": 0.93,
|
| 1787 |
+
"hit@5": 1.0,
|
| 1788 |
+
"hit@10": 1.0,
|
| 1789 |
+
"ndcg_linear@1": 0.93,
|
| 1790 |
+
"ndcg_linear@5": 0.9728557852142875,
|
| 1791 |
+
"ndcg_linear@10": 0.9728557852142875,
|
| 1792 |
+
"ndcg_exponential@1": 0.93,
|
| 1793 |
+
"ndcg_exponential@5": 0.9728557852142875,
|
| 1794 |
+
"ndcg_exponential@10": 0.9728557852142875,
|
| 1795 |
+
"precision@1": 0.93,
|
| 1796 |
+
"precision@5": 0.19999999999999996,
|
| 1797 |
+
"precision@10": 0.09999999999999998,
|
| 1798 |
+
"recall@1": 0.93,
|
| 1799 |
+
"recall@5": 1.0,
|
| 1800 |
+
"recall@10": 1.0,
|
| 1801 |
+
"f1@1": 0.93,
|
| 1802 |
+
"f1@5": 0.3333333333333335,
|
| 1803 |
+
"f1@10": 0.1818181818181819,
|
| 1804 |
+
"map@1": 0.93,
|
| 1805 |
+
"map@5": 0.9633333333333333,
|
| 1806 |
+
"map@10": 0.9633333333333333,
|
| 1807 |
+
"mrr@1": 0.93,
|
| 1808 |
+
"mrr@5": 0.9633333333333333,
|
| 1809 |
+
"mrr@10": 0.9633333333333333,
|
| 1810 |
+
"num_pred": 100,
|
| 1811 |
+
"num_data": 100
|
| 1812 |
+
},
|
| 1813 |
+
"ViDoRe_syntheticDocQA_energy": {
|
| 1814 |
+
"hit@1": 0.89,
|
| 1815 |
+
"hit@5": 0.98,
|
| 1816 |
+
"hit@10": 0.98,
|
| 1817 |
+
"ndcg_linear@1": 0.89,
|
| 1818 |
+
"ndcg_linear@5": 0.9407760819564893,
|
| 1819 |
+
"ndcg_linear@10": 0.9407760819564893,
|
| 1820 |
+
"ndcg_exponential@1": 0.89,
|
| 1821 |
+
"ndcg_exponential@5": 0.9407760819564893,
|
| 1822 |
+
"ndcg_exponential@10": 0.9407760819564893,
|
| 1823 |
+
"precision@1": 0.89,
|
| 1824 |
+
"precision@5": 0.19599999999999995,
|
| 1825 |
+
"precision@10": 0.09799999999999998,
|
| 1826 |
+
"recall@1": 0.89,
|
| 1827 |
+
"recall@5": 0.98,
|
| 1828 |
+
"recall@10": 0.98,
|
| 1829 |
+
"f1@1": 0.89,
|
| 1830 |
+
"f1@5": 0.32666666666666677,
|
| 1831 |
+
"f1@10": 0.17818181818181827,
|
| 1832 |
+
"map@1": 0.89,
|
| 1833 |
+
"map@5": 0.9275,
|
| 1834 |
+
"map@10": 0.9275,
|
| 1835 |
+
"mrr@1": 0.89,
|
| 1836 |
+
"mrr@5": 0.9275,
|
| 1837 |
+
"mrr@10": 0.9275,
|
| 1838 |
+
"num_pred": 100,
|
| 1839 |
+
"num_data": 100
|
| 1840 |
+
},
|
| 1841 |
+
"ViDoRe_syntheticDocQA_government_reports": {
|
| 1842 |
+
"hit@1": 0.92,
|
| 1843 |
+
"hit@5": 1.0,
|
| 1844 |
+
"hit@10": 1.0,
|
| 1845 |
+
"ndcg_linear@1": 0.92,
|
| 1846 |
+
"ndcg_linear@5": 0.9678557852142875,
|
| 1847 |
+
"ndcg_linear@10": 0.9678557852142875,
|
| 1848 |
+
"ndcg_exponential@1": 0.92,
|
| 1849 |
+
"ndcg_exponential@5": 0.9678557852142875,
|
| 1850 |
+
"ndcg_exponential@10": 0.9678557852142875,
|
| 1851 |
+
"precision@1": 0.92,
|
| 1852 |
+
"precision@5": 0.19999999999999996,
|
| 1853 |
+
"precision@10": 0.09999999999999998,
|
| 1854 |
+
"recall@1": 0.92,
|
| 1855 |
+
"recall@5": 1.0,
|
| 1856 |
+
"recall@10": 1.0,
|
| 1857 |
+
"f1@1": 0.92,
|
| 1858 |
+
"f1@5": 0.3333333333333335,
|
| 1859 |
+
"f1@10": 0.1818181818181819,
|
| 1860 |
+
"map@1": 0.92,
|
| 1861 |
+
"map@5": 0.9566666666666667,
|
| 1862 |
+
"map@10": 0.9566666666666667,
|
| 1863 |
+
"mrr@1": 0.92,
|
| 1864 |
+
"mrr@5": 0.9566666666666667,
|
| 1865 |
+
"mrr@10": 0.9566666666666667,
|
| 1866 |
+
"num_pred": 100,
|
| 1867 |
+
"num_data": 100
|
| 1868 |
+
},
|
| 1869 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": {
|
| 1870 |
+
"hit@1": 0.94,
|
| 1871 |
+
"hit@5": 0.99,
|
| 1872 |
+
"hit@10": 1.0,
|
| 1873 |
+
"ndcg_linear@1": 0.94,
|
| 1874 |
+
"ndcg_linear@5": 0.9715464876785728,
|
| 1875 |
+
"ndcg_linear@10": 0.9748798210119063,
|
| 1876 |
+
"ndcg_exponential@1": 0.94,
|
| 1877 |
+
"ndcg_exponential@5": 0.9715464876785728,
|
| 1878 |
+
"ndcg_exponential@10": 0.9748798210119063,
|
| 1879 |
+
"precision@1": 0.94,
|
| 1880 |
+
"precision@5": 0.19799999999999998,
|
| 1881 |
+
"precision@10": 0.09999999999999998,
|
| 1882 |
+
"recall@1": 0.94,
|
| 1883 |
+
"recall@5": 0.99,
|
| 1884 |
+
"recall@10": 1.0,
|
| 1885 |
+
"f1@1": 0.94,
|
| 1886 |
+
"f1@5": 0.3300000000000001,
|
| 1887 |
+
"f1@10": 0.1818181818181819,
|
| 1888 |
+
"map@1": 0.94,
|
| 1889 |
+
"map@5": 0.965,
|
| 1890 |
+
"map@10": 0.9664285714285714,
|
| 1891 |
+
"mrr@1": 0.94,
|
| 1892 |
+
"mrr@5": 0.965,
|
| 1893 |
+
"mrr@10": 0.9664285714285714,
|
| 1894 |
+
"num_pred": 100,
|
| 1895 |
+
"num_data": 100
|
| 1896 |
+
},
|
| 1897 |
+
"ViDoRe_tabfquad": {
|
| 1898 |
+
"hit@1": 0.9285714285714286,
|
| 1899 |
+
"hit@5": 0.9857142857142858,
|
| 1900 |
+
"hit@10": 0.9928571428571429,
|
| 1901 |
+
"ndcg_linear@1": 0.9285714285714286,
|
| 1902 |
+
"ndcg_linear@5": 0.9618189197704091,
|
| 1903 |
+
"ndcg_linear@10": 0.9640206871720153,
|
| 1904 |
+
"ndcg_exponential@1": 0.9285714285714286,
|
| 1905 |
+
"ndcg_exponential@5": 0.9618189197704091,
|
| 1906 |
+
"ndcg_exponential@10": 0.9640206871720153,
|
| 1907 |
+
"precision@1": 0.9285714285714286,
|
| 1908 |
+
"precision@5": 0.1971428571428571,
|
| 1909 |
+
"precision@10": 0.09928571428571427,
|
| 1910 |
+
"recall@1": 0.9285714285714286,
|
| 1911 |
+
"recall@5": 0.9857142857142858,
|
| 1912 |
+
"recall@10": 0.9928571428571429,
|
| 1913 |
+
"f1@1": 0.9285714285714286,
|
| 1914 |
+
"f1@5": 0.3285714285714287,
|
| 1915 |
+
"f1@10": 0.18051948051948058,
|
| 1916 |
+
"map@1": 0.9285714285714286,
|
| 1917 |
+
"map@5": 0.9535714285714286,
|
| 1918 |
+
"map@10": 0.9544146825396824,
|
| 1919 |
+
"mrr@1": 0.9285714285714286,
|
| 1920 |
+
"mrr@5": 0.9535714285714286,
|
| 1921 |
+
"mrr@10": 0.9544146825396824,
|
| 1922 |
+
"num_pred": 280,
|
| 1923 |
+
"num_data": 280
|
| 1924 |
+
},
|
| 1925 |
+
"ViDoRe_tatdqa": {
|
| 1926 |
+
"hit@1": 0.6579586877278251,
|
| 1927 |
+
"hit@5": 0.8979343863912516,
|
| 1928 |
+
"hit@10": 0.9556500607533415,
|
| 1929 |
+
"ndcg_linear@1": 0.6579586877278251,
|
| 1930 |
+
"ndcg_linear@5": 0.7877867822372094,
|
| 1931 |
+
"ndcg_linear@10": 0.8069877774434483,
|
| 1932 |
+
"ndcg_exponential@1": 0.6579586877278251,
|
| 1933 |
+
"ndcg_exponential@5": 0.7877867822372094,
|
| 1934 |
+
"ndcg_exponential@10": 0.8069877774434483,
|
| 1935 |
+
"precision@1": 0.6579586877278251,
|
| 1936 |
+
"precision@5": 0.18019441069258807,
|
| 1937 |
+
"precision@10": 0.0959902794653706,
|
| 1938 |
+
"recall@1": 0.6567436208991495,
|
| 1939 |
+
"recall@5": 0.8967800729040096,
|
| 1940 |
+
"recall@10": 0.9548602673147023,
|
| 1941 |
+
"f1@1": 0.6571486431753746,
|
| 1942 |
+
"f1@5": 0.2998553491870625,
|
| 1943 |
+
"f1@10": 0.17430870061489748,
|
| 1944 |
+
"map@1": 0.6579586877278251,
|
| 1945 |
+
"map@5": 0.7509973673552045,
|
| 1946 |
+
"map@10": 0.7591913537387414,
|
| 1947 |
+
"mrr@1": 0.6579586877278251,
|
| 1948 |
+
"mrr@5": 0.7516099635479951,
|
| 1949 |
+
"mrr@10": 0.7597340353719455,
|
| 1950 |
+
"num_pred": 1646,
|
| 1951 |
+
"num_data": 1646
|
| 1952 |
+
},
|
| 1953 |
+
"ViDoSeek-doc": {
|
| 1954 |
+
"hit@1": 0.9956217162872154,
|
| 1955 |
+
"hit@5": 0.9982486865148862,
|
| 1956 |
+
"hit@10": 1.0,
|
| 1957 |
+
"ndcg_linear@1": 0.678342089900759,
|
| 1958 |
+
"ndcg_linear@5": 0.8351408809734924,
|
| 1959 |
+
"ndcg_linear@10": 0.8258236806563275,
|
| 1960 |
+
"ndcg_exponential@1": 0.4517137853390042,
|
| 1961 |
+
"ndcg_exponential@5": 0.7160628167244488,
|
| 1962 |
+
"ndcg_exponential@10": 0.7499660801639623,
|
| 1963 |
+
"precision@1": 0.9956217162872154,
|
| 1964 |
+
"precision@5": 0.922416812609457,
|
| 1965 |
+
"precision@10": 0.8441330998248686,
|
| 1966 |
+
"recall@1": 0.05863639655340229,
|
| 1967 |
+
"recall@5": 0.27005700559167894,
|
| 1968 |
+
"recall@10": 0.48509873398536274,
|
| 1969 |
+
"f1@1": 0.11000256345190668,
|
| 1970 |
+
"f1@5": 0.40957893416363156,
|
| 1971 |
+
"f1@10": 0.6025970688138268,
|
| 1972 |
+
"map@1": 0.9956217162872154,
|
| 1973 |
+
"map@5": 0.9151109165207241,
|
| 1974 |
+
"map@10": 0.833960008696999,
|
| 1975 |
+
"mrr@1": 0.9956217162872154,
|
| 1976 |
+
"mrr@5": 0.9969352014010507,
|
| 1977 |
+
"mrr@10": 0.997227086981903,
|
| 1978 |
+
"num_pred": 1142,
|
| 1979 |
+
"num_data": 1142
|
| 1980 |
+
},
|
| 1981 |
+
"VisRAG_ArxivQA": {
|
| 1982 |
+
"hit@1": 0.8504901960784313,
|
| 1983 |
+
"hit@5": 0.9301470588235294,
|
| 1984 |
+
"hit@10": 0.9558823529411765,
|
| 1985 |
+
"ndcg_linear@1": 0.8504901960784313,
|
| 1986 |
+
"ndcg_linear@5": 0.8933657494967625,
|
| 1987 |
+
"ndcg_linear@10": 0.9015122965073271,
|
| 1988 |
+
"ndcg_exponential@1": 0.8504901960784313,
|
| 1989 |
+
"ndcg_exponential@5": 0.8933657494967625,
|
| 1990 |
+
"ndcg_exponential@10": 0.9015122965073271,
|
| 1991 |
+
"precision@1": 0.8504901960784313,
|
| 1992 |
+
"precision@5": 0.18602941176470586,
|
| 1993 |
+
"precision@10": 0.09558823529411764,
|
| 1994 |
+
"recall@1": 0.8504901960784313,
|
| 1995 |
+
"recall@5": 0.9301470588235294,
|
| 1996 |
+
"recall@10": 0.9558823529411765,
|
| 1997 |
+
"f1@1": 0.8504901960784313,
|
| 1998 |
+
"f1@5": 0.3100490196078432,
|
| 1999 |
+
"f1@10": 0.1737967914438503,
|
| 2000 |
+
"map@1": 0.8504901960784313,
|
| 2001 |
+
"map@5": 0.8810661764705883,
|
| 2002 |
+
"map@10": 0.8843219926859633,
|
| 2003 |
+
"mrr@1": 0.8504901960784313,
|
| 2004 |
+
"mrr@5": 0.8810661764705883,
|
| 2005 |
+
"mrr@10": 0.8843219926859633,
|
| 2006 |
+
"num_pred": 816,
|
| 2007 |
+
"num_data": 816
|
| 2008 |
+
},
|
| 2009 |
+
"VisRAG_ChartQA": {
|
| 2010 |
+
"hit@1": 0.8888888888888888,
|
| 2011 |
+
"hit@5": 0.9365079365079365,
|
| 2012 |
+
"hit@10": 0.9365079365079365,
|
| 2013 |
+
"ndcg_linear@1": 0.8888888888888888,
|
| 2014 |
+
"ndcg_linear@5": 0.9189331628684821,
|
| 2015 |
+
"ndcg_linear@10": 0.9189331628684821,
|
| 2016 |
+
"ndcg_exponential@1": 0.8888888888888888,
|
| 2017 |
+
"ndcg_exponential@5": 0.9189331628684821,
|
| 2018 |
+
"ndcg_exponential@10": 0.9189331628684821,
|
| 2019 |
+
"precision@1": 0.8888888888888888,
|
| 2020 |
+
"precision@5": 0.1873015873015872,
|
| 2021 |
+
"precision@10": 0.0936507936507936,
|
| 2022 |
+
"recall@1": 0.8888888888888888,
|
| 2023 |
+
"recall@5": 0.9365079365079365,
|
| 2024 |
+
"recall@10": 0.9365079365079365,
|
| 2025 |
+
"f1@1": 0.8888888888888888,
|
| 2026 |
+
"f1@5": 0.3121693121693121,
|
| 2027 |
+
"f1@10": 0.1702741702741703,
|
| 2028 |
+
"map@1": 0.8888888888888888,
|
| 2029 |
+
"map@5": 0.9126984126984127,
|
| 2030 |
+
"map@10": 0.9126984126984127,
|
| 2031 |
+
"mrr@1": 0.8888888888888888,
|
| 2032 |
+
"mrr@5": 0.9126984126984127,
|
| 2033 |
+
"mrr@10": 0.9126984126984127,
|
| 2034 |
+
"num_pred": 63,
|
| 2035 |
+
"num_data": 63
|
| 2036 |
+
},
|
| 2037 |
+
"VisRAG_InfoVQA": {
|
| 2038 |
+
"hit@1": 0.979108635097493,
|
| 2039 |
+
"hit@5": 0.9972144846796658,
|
| 2040 |
+
"hit@10": 1.0,
|
| 2041 |
+
"ndcg_linear@1": 0.979108635097493,
|
| 2042 |
+
"ndcg_linear@5": 0.9900098608586638,
|
| 2043 |
+
"ndcg_linear@10": 0.9910020814355663,
|
| 2044 |
+
"ndcg_exponential@1": 0.979108635097493,
|
| 2045 |
+
"ndcg_exponential@5": 0.9900098608586638,
|
| 2046 |
+
"ndcg_exponential@10": 0.9910020814355663,
|
| 2047 |
+
"precision@1": 0.979108635097493,
|
| 2048 |
+
"precision@5": 0.19944289693593314,
|
| 2049 |
+
"precision@10": 0.09999999999999998,
|
| 2050 |
+
"recall@1": 0.979108635097493,
|
| 2051 |
+
"recall@5": 0.9972144846796658,
|
| 2052 |
+
"recall@10": 1.0,
|
| 2053 |
+
"f1@1": 0.979108635097493,
|
| 2054 |
+
"f1@5": 0.33240482822655537,
|
| 2055 |
+
"f1@10": 0.18181818181818185,
|
| 2056 |
+
"map@1": 0.979108635097493,
|
| 2057 |
+
"map@5": 0.9875116063138347,
|
| 2058 |
+
"map@10": 0.9879758588672238,
|
| 2059 |
+
"mrr@1": 0.979108635097493,
|
| 2060 |
+
"mrr@5": 0.9875116063138347,
|
| 2061 |
+
"mrr@10": 0.9879758588672238,
|
| 2062 |
+
"num_pred": 718,
|
| 2063 |
+
"num_data": 718
|
| 2064 |
+
},
|
| 2065 |
+
"VisRAG_MP-DocVQA": {
|
| 2066 |
+
"hit@1": 0.937394247038917,
|
| 2067 |
+
"hit@5": 0.9949238578680203,
|
| 2068 |
+
"hit@10": 0.9966159052453468,
|
| 2069 |
+
"ndcg_linear@1": 0.937394247038917,
|
| 2070 |
+
"ndcg_linear@5": 0.97201025850122,
|
| 2071 |
+
"ndcg_linear@10": 0.972612977937951,
|
| 2072 |
+
"ndcg_exponential@1": 0.937394247038917,
|
| 2073 |
+
"ndcg_exponential@5": 0.97201025850122,
|
| 2074 |
+
"ndcg_exponential@10": 0.972612977937951,
|
| 2075 |
+
"precision@1": 0.937394247038917,
|
| 2076 |
+
"precision@5": 0.19898477157360406,
|
| 2077 |
+
"precision@10": 0.09966159052453467,
|
| 2078 |
+
"recall@1": 0.937394247038917,
|
| 2079 |
+
"recall@5": 0.9949238578680203,
|
| 2080 |
+
"recall@10": 0.9966159052453468,
|
| 2081 |
+
"f1@1": 0.937394247038917,
|
| 2082 |
+
"f1@5": 0.33164128595600684,
|
| 2083 |
+
"f1@10": 0.1812028918627904,
|
| 2084 |
+
"map@1": 0.937394247038917,
|
| 2085 |
+
"map@5": 0.9640439932318104,
|
| 2086 |
+
"map@10": 0.9643260011280316,
|
| 2087 |
+
"mrr@1": 0.937394247038917,
|
| 2088 |
+
"mrr@5": 0.9640439932318104,
|
| 2089 |
+
"mrr@10": 0.9643260011280316,
|
| 2090 |
+
"num_pred": 591,
|
| 2091 |
+
"num_data": 591
|
| 2092 |
+
},
|
| 2093 |
+
"VisRAG_PlotQA": {
|
| 2094 |
+
"hit@1": 0.6500579374275782,
|
| 2095 |
+
"hit@5": 0.8933951332560834,
|
| 2096 |
+
"hit@10": 0.9466975666280417,
|
| 2097 |
+
"ndcg_linear@1": 0.6500579374275782,
|
| 2098 |
+
"ndcg_linear@5": 0.7787182960716086,
|
| 2099 |
+
"ndcg_linear@10": 0.7960148367883677,
|
| 2100 |
+
"ndcg_exponential@1": 0.6500579374275782,
|
| 2101 |
+
"ndcg_exponential@5": 0.7787182960716086,
|
| 2102 |
+
"ndcg_exponential@10": 0.7960148367883677,
|
| 2103 |
+
"precision@1": 0.6500579374275782,
|
| 2104 |
+
"precision@5": 0.17867902665121668,
|
| 2105 |
+
"precision@10": 0.09466975666280415,
|
| 2106 |
+
"recall@1": 0.6500579374275782,
|
| 2107 |
+
"recall@5": 0.8933951332560834,
|
| 2108 |
+
"recall@10": 0.9466975666280417,
|
| 2109 |
+
"f1@1": 0.6500579374275782,
|
| 2110 |
+
"f1@5": 0.2977983777520279,
|
| 2111 |
+
"f1@10": 0.17212683029600762,
|
| 2112 |
+
"map@1": 0.6500579374275782,
|
| 2113 |
+
"map@5": 0.7405755117806103,
|
| 2114 |
+
"map@10": 0.7477514760249407,
|
| 2115 |
+
"mrr@1": 0.6500579374275782,
|
| 2116 |
+
"mrr@5": 0.7405755117806103,
|
| 2117 |
+
"mrr@10": 0.7477514760249407,
|
| 2118 |
+
"num_pred": 863,
|
| 2119 |
+
"num_data": 863
|
| 2120 |
+
},
|
| 2121 |
+
"VisRAG_SlideVQA": {
|
| 2122 |
+
"hit@1": 0.9442446043165468,
|
| 2123 |
+
"hit@5": 0.9946043165467626,
|
| 2124 |
+
"hit@10": 0.9964028776978417,
|
| 2125 |
+
"ndcg_linear@1": 0.9442446043165468,
|
| 2126 |
+
"ndcg_linear@5": 0.9651093821498196,
|
| 2127 |
+
"ndcg_linear@10": 0.9665104559295223,
|
| 2128 |
+
"ndcg_exponential@1": 0.9442446043165468,
|
| 2129 |
+
"ndcg_exponential@5": 0.9651093821498196,
|
| 2130 |
+
"ndcg_exponential@10": 0.9665104559295223,
|
| 2131 |
+
"precision@1": 0.9442446043165468,
|
| 2132 |
+
"precision@5": 0.2492805755395684,
|
| 2133 |
+
"precision@10": 0.1251798561151079,
|
| 2134 |
+
"recall@1": 0.8183453237410072,
|
| 2135 |
+
"recall@5": 0.9892086330935251,
|
| 2136 |
+
"recall@10": 0.9928057553956835,
|
| 2137 |
+
"f1@1": 0.8603117505995204,
|
| 2138 |
+
"f1@5": 0.3909729359369648,
|
| 2139 |
+
"f1@10": 0.21975147155003275,
|
| 2140 |
+
"map@1": 0.9442446043165468,
|
| 2141 |
+
"map@5": 0.9517386091127098,
|
| 2142 |
+
"map@10": 0.9525950668036999,
|
| 2143 |
+
"mrr@1": 0.9442446043165468,
|
| 2144 |
+
"mrr@5": 0.9661270983213428,
|
| 2145 |
+
"mrr@10": 0.9664268585131893,
|
| 2146 |
+
"num_pred": 556,
|
| 2147 |
+
"num_data": 556
|
| 2148 |
+
},
|
| 2149 |
+
"ViDoSeek-page-fixed": {
|
| 2150 |
+
"hit@1": 0.7985989492119089,
|
| 2151 |
+
"hit@5": 0.9632224168126094,
|
| 2152 |
+
"hit@10": 0.989492119089317,
|
| 2153 |
+
"ndcg_linear@1": 0.7985989492119089,
|
| 2154 |
+
"ndcg_linear@5": 0.8916783806913234,
|
| 2155 |
+
"ndcg_linear@10": 0.9002457428570804,
|
| 2156 |
+
"ndcg_exponential@1": 0.7985989492119089,
|
| 2157 |
+
"ndcg_exponential@5": 0.8916783806913234,
|
| 2158 |
+
"ndcg_exponential@10": 0.9002457428570804,
|
| 2159 |
+
"precision@1": 0.7985989492119089,
|
| 2160 |
+
"precision@5": 0.19264448336252188,
|
| 2161 |
+
"precision@10": 0.09894921190893169,
|
| 2162 |
+
"recall@1": 0.7985989492119089,
|
| 2163 |
+
"recall@5": 0.9632224168126094,
|
| 2164 |
+
"recall@10": 0.989492119089317,
|
| 2165 |
+
"f1@1": 0.7985989492119089,
|
| 2166 |
+
"f1@5": 0.32107413893753656,
|
| 2167 |
+
"f1@10": 0.17990765801623948,
|
| 2168 |
+
"map@1": 0.7985989492119089,
|
| 2169 |
+
"map@5": 0.86741097489784,
|
| 2170 |
+
"map@10": 0.8709876157117837,
|
| 2171 |
+
"mrr@1": 0.7985989492119089,
|
| 2172 |
+
"mrr@5": 0.86741097489784,
|
| 2173 |
+
"mrr@10": 0.8709876157117837,
|
| 2174 |
+
"num_pred": 1142,
|
| 2175 |
+
"num_data": 1142
|
| 2176 |
+
},
|
| 2177 |
+
"MMLongBench-page-fixed": {
|
| 2178 |
+
"hit@1": 0.5381861575178998,
|
| 2179 |
+
"hit@5": 0.7374701670644391,
|
| 2180 |
+
"hit@10": 0.7852028639618138,
|
| 2181 |
+
"ndcg_linear@1": 0.5381861575178998,
|
| 2182 |
+
"ndcg_linear@5": 0.6024535818316745,
|
| 2183 |
+
"ndcg_linear@10": 0.6233488723666274,
|
| 2184 |
+
"ndcg_exponential@1": 0.5381861575178998,
|
| 2185 |
+
"ndcg_exponential@5": 0.6024535818316745,
|
| 2186 |
+
"ndcg_exponential@10": 0.6233488723666274,
|
| 2187 |
+
"precision@1": 0.5381861575178998,
|
| 2188 |
+
"precision@5": 0.19427207637231506,
|
| 2189 |
+
"precision@10": 0.11085918854415275,
|
| 2190 |
+
"recall@1": 0.42704994885782477,
|
| 2191 |
+
"recall@5": 0.6588063984543698,
|
| 2192 |
+
"recall@10": 0.7169181156949654,
|
| 2193 |
+
"f1@1": 0.45997906230603125,
|
| 2194 |
+
"f1@5": 0.2855832594566275,
|
| 2195 |
+
"f1@10": 0.18360960192145406,
|
| 2196 |
+
"map@1": 0.5381861575178998,
|
| 2197 |
+
"map@5": 0.560632789710952,
|
| 2198 |
+
"map@10": 0.5715303833678791,
|
| 2199 |
+
"mrr@1": 0.5381861575178998,
|
| 2200 |
+
"mrr@5": 0.6189140811455847,
|
| 2201 |
+
"mrr@10": 0.6248371027010644,
|
| 2202 |
+
"num_pred": 838,
|
| 2203 |
+
"num_data": 838
|
| 2204 |
+
}
|
| 2205 |
+
}
|
| 2206 |
+
}
|
| 2207 |
+
}
|