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

Weakly Supervised Classification on TCGA-NSCLC Few-shot

89.74AccuracyMUSE

Evaluation Results

Method	Links
MUSE2026.02		89.74	96.82	89.7
ABMIL2026.02		89.24	96.08	89.22
DSMIL2026.02		89.14	95.66	89.12
CLAM-SB2026.02		88.73	95.38	88.68
ViLa-MIL2026.02		88.41	95.12	88.37
FOCUS2026.02		88.38	95.63	88.35
CLAM-MB2026.02		87.87	95.27	87.84
MUSE2026.02		87.27	94.27	87.2
TransMIL2026.02		86.51	93.98	86.49
FOCUS2026.02		86.04	93.69	85.96
ABMIL2026.02		85.88	93.33	85.84
DSMIL2026.02		85.44	92.33	85.42
Max Pooling2026.02		85.28	92.93	85.25
CLAM-SB2026.02		85.28	92.17	85.25
WiKG2026.02		84.43	92.24	84.4
CLAM-MB2026.02		84.36	91.79	84.31
Top2026.02		84.3	91.68	84.26
Mean Pooling2026.02		83.6	91.44	83.51
ViLa-MIL2026.02		83.57	91	83.49
Top2026.02		81.44	83.84	70.29
TransMIL2026.02		80.34	87.78	80.26
MUSE2026.02		79.9	87.57	79.85
FOCUS2026.02		79.14	87.04	78.96
WiKG2026.02		78.48	86.43	78.36
ABMIL2026.02		78.38	84.93	78.25
Mean Pooling2026.02		78.13	85.89	78.06
CLAM-MB2026.02		78	86.69	77.73
DSMIL2026.02		77.31	84.77	77.19
Max Pooling2026.02		76.64	83.27	76.58
CLAM-SB2026.02		76.45	84.15	76.05
ViLa-MIL2026.02		74.96	82.8	74.55
TransMIL2026.02		71.93	78.54	71.19
WiKG2026.02		71.86	80.8	71.43
Mean Pooling2026.02		71.32	77.87	70.72
Top2026.02		69.74	74.41	69.37
Max Pooling2026.02		68.22	75.22	67.54