{ "run": "autoencoder_sheet_metal_20260926-160224", "split": "test", "protocol": { "evaluation": "single model on full split", "num_normal": 24, "num_anomalous": 90, "resolution": [ 256, 1024 ], "scoring": { "smoothing_sigma": 4.0, "image_score": "max", "topk_fraction": 0.001 }, "thresholds": { "image": 0.03628293052315712, "pixel": 0.015091375447809696, "source": "validation normals (n=19); image: mean+3.0*std; pixel: quantile 0.999" }, "pixel_metrics_resolution": "model resolution (masks resized with nearest neighbour)" }, "image": { "image_auroc": 0.4324074074074074, "image_ap": 0.7478444195112908, "precision": 0.7333333333333333, "recall": 0.24444444444444444, "f1": 0.36666666666666664, "false_positive_rate": 0.3333333333333333 }, "pixel": { "pixel_auroc": 0.67786782293353, "dice": 0.06477588162881073, "iou": 0.03347203097247999, "mean_dice_anomalous": 0.07395107190172868 }, "per_condition": { "overexposed": { "image_auroc": 0.4166666666666667, "n_normal": 4, "n_anomalous": 15 }, "regular": { "image_auroc": 0.45, "n_normal": 4, "n_anomalous": 15 }, "shift_1": { "image_auroc": 0.18333333333333332, "n_normal": 4, "n_anomalous": 15 }, "shift_2": { "image_auroc": 0.13333333333333333, "n_normal": 4, "n_anomalous": 15 }, "shift_3": { "image_auroc": 0.35, "n_normal": 4, "n_anomalous": 15 }, "underexposed": { "image_auroc": 0.6, "n_normal": 4, "n_anomalous": 15 } } }