Diagnostic Classification on EBRAINS benchmark leaderboard · SOTA2 Research

Diagnostic Classification on EBRAINS

98AUCReconMIL

Evaluation Results

Method	Links
ReconMIL2026.03		98	68.43	69.63
MHIM-ABMIL2026.03		97.9	67.92	67.11
CLAM2026.03		97.8	66.91	65.91
DSMIL2026.03		97.8	66.71	65.92
ABMIL2026.03		97.7	67.31	66.41
DTFDMIL2026.03		97.6	67.92	67.02
MHIM-TransMIL2026.03		97.6	61.82	59.74
S4MIL2026.03		97.5	63.22	62.52
MaxMIL2026.03		97.4	67.61	67.01
TransMIL2026.03		97.3	60.44	58.44
MeanMIL2026.03		97.2	63.61	62.61
RRTMIL2026.03		97.2	63.82	62.91
MambaMIL2026.03		97.2	64.31	62.61
ReconMIL2026.03		96.5	55.03	53.43
ReconMIL2026.03		96.2	49.32	44.43
MambaMIL2026.03		95.92	47.93	46.44
MHIM-ABMIL2026.03		95.8	54.31	53.21
ABMIL2026.03		95.4	54.11	53.41
CLAM2026.03		95.2	53.92	53.22
MeanMIL2026.03		94.9	51.53	50.33
MambaMIL2026.03		94.5	51.33	50.53
RRTMIL2026.03		94.1	50.72	50.32
DTFDMIL2026.03		94	51.11	50.12
S4MIL2026.03		93.7	44.43	41.74
DSMIL2026.03		93.3	47.73	46.33
S4MIL2026.03		93.2	50.95	49.55
RRTMIL2026.03		92.8	49.73	44.32
MHIM-TransMIL2026.03		92.8	50.22	50.42
TransMIL2026.03		92.7	38.23	35.85
MaxMIL2026.03		92.31	43.91	42.11
TransMIL2026.03		92	49.92	50.62
CLAM2026.03		91.8	37.31	34.82
MHIM-ABMIL2026.03		91.8	41.31	38.43
ABMIL2026.03		91.7	39.72	37.62
MHIM-TransMIL2026.03		91.4	38.62	34.02
MeanMIL2026.03		91	37.31	34.61
DSMIL2026.03		90.3	40.63	39.93
DTFDMIL2026.03		89.51	35.22	33.51
MaxMIL2026.03		87.91	32.94	30.44