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

Weakly Supervised Classification on TCGA-BRCA Few-shot

88.23AccuracyMUSE

Evaluation Results

Method	Links
MUSE2026.02		88.23	91.82	81.44
DSMIL2026.02		88.03	91.05	81.38
ViLa-MIL2026.02		87.78	92.36	81.31
CLAM-MB2026.02		86.94	92.59	81.32
FOCUS2026.02		86.78	92.14	80.51
ABMIL2026.02		86.39	91.87	80.69
WiKG2026.02		85.91	90.48	77.1
CLAM-SB2026.02		85.85	92.03	80.05
Top2026.02		85.65	89.5	75.54
Mean Pooling2026.02		84.63	89.6	77.38
MUSE2026.02		84.37	88.39	76.29
MUSE2026.02		84.14	86.66	73.81
ViLa-MIL2026.02		83.92	84.54	72.25
TransMIL2026.02		83.89	89.61	75.88
FOCUS2026.02		83.02	84.28	68.94
DSMIL2026.02		82.63	82.58	72.51
CLAM-SB2026.02		81.92	87.24	74.69
ViLa-MIL2026.02		81.8	82.62	68.9
WiKG2026.02		81.44	81.28	68.63
Top2026.02		81.44	83.38	70.29
Top2026.02		80.96	78.45	65.73
TransMIL2026.02		80.9	81.07	69.15
CLAM-MB2026.02		80.7	86.07	73.43
CLAM-MB2026.02		80.7	86.07	73.43
Max Pooling2026.02		80.54	84.89	72.82
FOCUS2026.02		80.16	82.81	68.76
TransMIL2026.02		79.93	77.06	63.71
WiKG2026.02		79.83	83.79	67.51
CLAM-SB2026.02		79.8	84.96	73.4
Mean Pooling2026.02		79.48	82.19	71.03
ABMIL2026.02		79.42	83.43	71.75
ABMIL2026.02		79.22	85.9	72.39
DSMIL2026.02		78.71	83.94	68.62
Max Pooling2026.02		77.17	69.55	60.51
Mean Pooling2026.02		76.65	75.94	66.9
Max Pooling2026.02		76.55	76.07	64.63