id,trainer,dataset,shots,cfg,ckpt_relpath,ckpt_size_bytes,sha256,B,N,HM,train_config_file,dataset_config_file,train_opts,test_opts,backbone,num_shots,train_subsample_classes,test_subsample_classes,train_eval_only,test_eval_only,train_optimizer,train_lr,train_max_epoch,train_train_x_batch_size,train_test_batch_size,use_cuda,vae_pretrained_id
1,CoOpSpecPL,caltech101,16,vit_b16/100,checkpoints/CoOpSpecPL/caltech101/shots_16/vit_b16__100/model.pth.tar,12775877,bd1b8c9bf14dc581693379a8ead8edad4647a4ab806c42184706018fe0a9bb8a,98.192,93.231,95.6472,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/caltech101.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
2,CoOpSpecPL,dtd,16,vit_b16/100,checkpoints/CoOpSpecPL/dtd/shots_16/vit_b16__100/model.pth.tar,12775877,c79fb57d4b12d25eeb0cd7ec3186e349f19583cdeb2543cd859f3dbd92fdb251,81.019,51.932,63.2937,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/dtd.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
3,CoOpSpecPL,eurosat,16,vit_b16/100,checkpoints/CoOpSpecPL/eurosat/shots_16/vit_b16__100/model.pth.tar,12775877,9215907611d33a7ea78d69d46cbb5b11b99bcef92139d7a32183f414f1fe6be1,90.452,70.692,79.3605,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/eurosat.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
4,CoOpSpecPL,fgvc_aircraft,16,vit_b16/100,checkpoints/CoOpSpecPL/fgvc_aircraft/shots_16/vit_b16__100/model.pth.tar,12775877,5ea4b8ecb2c3563908c355b7cb5d36c771e1a3b7cc598869adba718252590cf7,44.238,27.355,33.8058,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/fgvc_aircraft.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
5,CoOpSpecPL,food101,16,vit_b16/100,checkpoints/CoOpSpecPL/food101/shots_16/vit_b16__100/model.pth.tar,12775877,4f2acc3fee3b267f0e7bb0d61910ac0186c780606f3766f323c2e761657d9cf2,88.882,86.973,87.9171,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/food101.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
6,CoOpSpecPL,imagenet,16,vit_b16/10,checkpoints/CoOpSpecPL/imagenet/shots_16/vit_b16__10/model.pth.tar,12775877,ea6bcbcf982d855eb0798bfb6b4b3a3e144172b9186ece3db103d5e6a97c2f3e,76.716,69.784,73.086,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/imagenet.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '10']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,10,32,32,True,REPA-E/e2e-qwenimage-vae
7,CoOpSpecPL,oxford_flowers,16,vit_b16/100,checkpoints/CoOpSpecPL/oxford_flowers/shots_16/vit_b16__100/model.pth.tar,12775877,664820ce16482fa6fe907bc43cae3786965e39cfb4251f646d2f446fe1358550,97.816,70.0,81.6027,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/oxford_flowers.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
8,CoOpSpecPL,oxford_pets,16,vit_b16/100,checkpoints/CoOpSpecPL/oxford_pets/shots_16/vit_b16__100/model.pth.tar,12775877,e85b19ea551fc2c215520d08a70d9f5dc7b2f27a31a48f3daddc76034a1d51e6,94.577,96.309,95.4351,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/oxford_pets.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
9,CoOpSpecPL,stanford_cars,16,vit_b16/100,checkpoints/CoOpSpecPL/stanford_cars/shots_16/vit_b16__100/model.pth.tar,12775877,e605dbb177db96b6b030c52e059e7a836b446be19ab4a3e7841453a8478496fa,80.985,66.502,73.0324,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/stanford_cars.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
10,CoOpSpecPL,sun397,16,vit_b16/100,checkpoints/CoOpSpecPL/sun397/shots_16/vit_b16__100/model.pth.tar,12775877,24e10ac5f3959aa79bb5362b68fbb93c22c7cd9a3f607723ac455249c7b92cdd,80.332,69.818,74.7069,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/sun397.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
11,CoOpSpecPL,ucf101,16,vit_b16/100,checkpoints/CoOpSpecPL/ucf101/shots_16/vit_b16__100/model.pth.tar,12775877,491f9172be9dd9afff1bafa426f42dba03b36817d07db0c9d4aa25ab148615f9,83.351,62.845,71.6599,configs/trainers/CoOp/vit_b16.yaml,configs/datasets/ucf101.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'OPTIM.MAX_EPOCH', '100']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.002,100,32,32,True,REPA-E/e2e-qwenimage-vae
12,MaPLeSpecPL,caltech101,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/caltech101/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,9b510d763b2f5106fe773be8f001b39e0eb5b11022b2f788b19ffe317ecb56f6,98.515,95.306,96.8839,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/caltech101.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
13,MaPLeSpecPL,dtd,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/dtd/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,103dcff2f10024d6b1ef95a222a9058a8a4aa8bd24260e475e5a18e7c60aa262,81.481,57.85,67.6616,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/dtd.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
14,MaPLeSpecPL,eurosat,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/eurosat/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,5d4b4d8dbb04c79ef8f13f2601157d2220155ae28020d2b20889df35b13a889b,95.476,86.692,90.8722,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/eurosat.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
15,MaPLeSpecPL,fgvc_aircraft,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/fgvc_aircraft/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,d239ae9bdb49b8c9e2f408c5ae3a78476a6a18b24af61a817305775e3ed63ab1,38.655,36.953,37.7848,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/fgvc_aircraft.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
16,MaPLeSpecPL,food101,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/food101/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,f8df4bd8fd6739113728f59db50e5ffc35ea44376e086622a0bc5b4fd5fe6468,90.706,92.22,91.4567,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/food101.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
17,MaPLeSpecPL,imagenet,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/imagenet/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,47337edc6665df133933cb0d330acf8e3a2a574d8f955a4236275b182d784790,77.164,69.44,73.0985,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/imagenet.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
18,MaPLeSpecPL,oxford_flowers,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/oxford_flowers/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,a8a20b9f6cb645c71ab9cea6ece5afbb71b268c0a270fb1c507ff73efba13f8d,97.151,73.759,83.8542,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/oxford_flowers.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
19,MaPLeSpecPL,oxford_pets,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/oxford_pets/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,27e9ad532c4449b5a813795823b464d6d469be8d4a8430408b681c521e33fb2c,95.906,98.043,96.9627,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/oxford_pets.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
20,MaPLeSpecPL,stanford_cars,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/stanford_cars/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,a82411688cfb792323a86c81a09dd910e55eefd725805931781a35b00e96e632,74.888,73.013,73.9386,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/stanford_cars.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
21,MaPLeSpecPL,sun397,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/sun397/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,4d97499b88c369603ef15687d34be67e8685d326c3107818fc51044fdf20f20c,81.849,77.111,79.4094,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/sun397.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
22,MaPLeSpecPL,ucf101,16,vit_b16_c2_ep5_batch4_2ctx,checkpoints/MaPLeSpecPL/ucf101/shots_16/vit_b16_c2_ep5_batch4_2ctx/model.pth.tar,26197995,3c49f0dbaf6c9640b5c5979d2b0e6f2c396697a1ffe10381bf4653da01c03d5d,84.126,79.286,81.6343,configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml,configs/datasets/ucf101.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new']",ViT-B/16,16,base,new,False,True,sgd,0.0035,5,4,100,True,REPA-E/e2e-qwenimage-vae
23,MMRLSpecPL,caltech101,16,vit_b16,checkpoints/MMRLSpecPL/caltech101/shots_16/vit_b16/model.pth.tar,32738088,78ee5669a690214018c5b27e407c781a325953cad473beefb77285fa71a0180c,98.838,95.197,96.9833,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/caltech101.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae
24,MMRLSpecPL,dtd,16,vit_b16,checkpoints/MMRLSpecPL/dtd/shots_16/vit_b16/model.pth.tar,32738088,7ccb0d36b4fab7a30c54d0a06a9f1ce2175a118896a2c30de2366480fb5ac2a8,86.458,64.734,74.0353,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/dtd.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae
25,MMRLSpecPL,eurosat,16,vit_b16,checkpoints/MMRLSpecPL/eurosat/shots_16/vit_b16/model.pth.tar,87819048,1801f58331b49075c9c443ce97242279b438ee76ffc24004b1cd976fa2f25a5a,95.714,84.974,90.0248,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/eurosat.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae
26,MMRLSpecPL,fgvc_aircraft,16,vit_b16,checkpoints/MMRLSpecPL/fgvc_aircraft/shots_16/vit_b16/model.pth.tar,32738088,1af05030c7a57e9a781389fae9c1d7c3fb84e2c3538d4301c472039a5727e5d6,46.699,37.852,41.8126,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/fgvc_aircraft.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae
27,MMRLSpecPL,food101,16,vit_b16,checkpoints/MMRLSpecPL/food101/shots_16/vit_b16/model.pth.tar,32738088,e578f98d606541585a4e4060fd9c4e76e5fea299b76fc7a311bd4cbddcd01d8c,90.81,91.867,91.3354,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/food101.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae
28,MMRLSpecPL,imagenet,16,vit_b16_imagenet,checkpoints/MMRLSpecPL/imagenet/shots_16/vit_b16_imagenet/model.pth.tar,32738088,55fa3d9ded621dc1391df375091dc9600e3bf72dfdfcf0e1e6a13d694b656138,77.98,71.308,74.4949,configs/trainers/MMRL/vit_b16_imagenet.yaml,configs/datasets/imagenet.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,5,32,250,True,REPA-E/e2e-qwenimage-vae
29,MMRLSpecPL,oxford_flowers,16,vit_b16,checkpoints/MMRLSpecPL/oxford_flowers/shots_16/vit_b16/model.pth.tar,32738088,3e776fb1592d658095b57dbadea504fd47859d8ef08c79c2ac7530e345172455,98.481,78.014,87.0608,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/oxford_flowers.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae
30,MMRLSpecPL,oxford_pets,16,vit_b16,checkpoints/MMRLSpecPL/oxford_pets/shots_16/vit_b16/model.pth.tar,32738088,70ffa70e164b3bad3a6622862eaaad52bf12caf96560525cbefa56989028321c,95.641,97.651,96.6355,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/oxford_pets.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae
31,MMRLSpecPL,stanford_cars,16,vit_b16,checkpoints/MMRLSpecPL/stanford_cars/shots_16/vit_b16/model.pth.tar,32738088,eca04a018c10ed24583a227c4814aa4303cfba740fff13ef07498e4910b02c7c,82.559,74.994,78.5949,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/stanford_cars.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae
32,MMRLSpecPL,sun397,16,vit_b16,checkpoints/MMRLSpecPL/sun397/shots_16/vit_b16/model.pth.tar,32738088,332c7a126407d2722ac8ce24b0202f21e7856ea9b108ef69d79ba1c0876ce3b4,83.698,79.061,81.3134,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/sun397.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae
33,MMRLSpecPL,ucf101,16,vit_b16,checkpoints/MMRLSpecPL/ucf101/shots_16/vit_b16/model.pth.tar,32738088,de1c1a5612f3435d0b2220f1e24bc51b8af07b7c616d0b889b39529151966060,88.469,80.8,84.4608,configs/trainers/MMRL/vit_b16.yaml,configs/datasets/ucf101.yaml,"['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'base', 'TASK', 'B2N']","['DATASET.NUM_SHOTS', '16', 'DATASET.SUBSAMPLE_CLASSES', 'new', 'TASK', 'B2N']",ViT-B/16,16,base,new,False,True,adamw,0.001,10,4,250,True,REPA-E/e2e-qwenimage-vae