Diagnostic Classification on BRACS benchmark leaderboard · SOTA2 Research

Diagnostic Classification on BRACS

77.1AUCReconMIL

Evaluation Results

Method	Links
ReconMIL2026.03		77.1	37.9	31.9
RRTMIL2026.03		76.8	34.2	22.5
MambaMIL2026.03		76.6	34.5	27.7
DTFDMIL2026.03		76.3	34.5	27.4
MHIM-ABMIL2026.03		76.1	37	28.7
ABMIL2026.03		75.6	36.8	27.4
DSMIL2026.03		74.9	37.2	29.9
ReconMIL2026.03		74.4	35.2	30.3
MambaMIL2026.03		74.1	31.2	27.9
ReconMIL2026.03		74.1	33	27
CLAM2026.03		74	36.8	25.3
CLAM2026.03		73.2	36.8	32.3
MambaMIL2026.03		72.8	29.2	27.3
MHIM-TransMIL2026.03		72.5	36.8	28.5
S4MIL2026.03		72.5	33.3	22.5
MHIM-ABMIL2026.03		72	34.2	25.9
ABMIL2026.03		71.5	33.3	26.1
RRTMIL2026.03		71.5	28.4	24.2
TransMIL2026.03		71.4	36.8	27.6
DTFDMIL2026.03		70.9	29.9	24.3
DSMIL2026.03		70.5	34.5	27.9
DTFDMIL2026.03		70.1	26.4	23.8
MHIM-ABMIL2026.03		69.8	30.3	26.9
MaxMIL2026.03		69.2	33.3	26.3
S4MIL2026.03		69.1	31	18
ABMIL2026.03		69.1	29.9	26.8
RRTMIL2026.03		68.4	31.2	19.6
MHIM-TransMIL2026.03		68.2	29	25.8
MHIM-TransMIL2026.03		67.3	33.2	19.3
TransMIL2026.03		67.1	28.7	25.1
TransMIL2026.03		66.4	32.2	18.9
CLAM2026.03		65.6	31	22.9
MeanMIL2026.03		65.2	36.8	22.8
S4MIL2026.03		64.3	26.4	19.7
MaxMIL2026.03		63.5	26.4	26.9
MeanMIL2026.03		62.8	33.3	19.1
MeanMIL2026.03		61.2	32.2	23.2
DSMIL2026.03		61.2	17.2	14.4
MaxMIL2026.03		59	19.5	17.8