Weakly Supervised Classification on CAMELYON Few-shot benchmark leaderboard · SOTA2 Research

Weakly Supervised Classification on CAMELYON Few-shot

89.7AccuracyMUSE

Evaluation Results

Method	Links
MUSE2026.02		89.7	92.52	88.59
FOCUS2026.02		88.62	91.51	87.49
DSMIL2026.02		84.72	87.8	83.6
ViLa-MIL2026.02		84.6	88	83.24
MUSE2026.02		84.01	88.32	82.42
ABMIL2026.02		82.37	85.48	81.04
CLAM-SB2026.02		81.3	84.65	79.91
FOCUS2026.02		80.33	83.95	78.19
CLAM-MB2026.02		80.03	84.01	78.13
Top2026.02		77.54	76.76	72.11
ViLa-MIL2026.02		76.87	79.15	72.79
MUSE2026.02		74.86	76.65	68.66
Max Pooling2026.02		74.46	78.38	72.15
DSMIL2026.02		73.19	74.63	70.2
CLAM-MB2026.02		72.41	73.88	68.48
CLAM-SB2026.02		71.67	73.56	67.16
ABMIL2026.02		71.52	75.05	69.69
WiKG2026.02		71	70.73	66.58
Max Pooling2026.02		70.37	74.63	67.64
TransMIL2026.02		68.81	68.24	61.23
FOCUS2026.02		68.13	68.84	63.4
TransMIL2026.02		66.91	62.72	55.27
Top2026.02		66.39	64.98	54.85
WiKG2026.02		65.98	65.1	57.84
Mean Pooling2026.02		65.83	62.5	55.04
ViLa-MIL2026.02		65.2	62.96	53.91
Mean Pooling2026.02		64.05	61.53	55.14
Top2026.02		63.04	56.39	49.28
Max Pooling2026.02		62.93	62.5	55.58
WiKG2026.02		62.15	56.6	51.13
ABMIL2026.02		62.04	58.98	49.61
CLAM-MB2026.02		60.22	54.9	50.38
DSMIL2026.02		59.44	54.45	53.01
Mean Pooling2026.02		59.07	51.19	47.17
TransMIL2026.02		58.95	52.07	47.01
CLAM-SB2026.02		57.59	55.42	53.67