Molecular Prediction on BRCA-Molecular benchmark leaderboard · SOTA2 Research

Molecular Prediction on BRCA-Molecular

78.7AUCMambaMIL+

Evaluation Results

Method	Links
MambaMIL+2025.12		78.7	47.3	46.7
CLAM2025.12		77.6	43.4	41.3
PAM2025.12		77.5	41.2	39.6
ABMIL2025.12		76.9	41.2	38.9
2DMambaMIL2025.12		76.6	45.5	44.2
MHIM-ABMIL2025.12		76.5	41.6	40.3
MHIM-TransMIL2025.12		76.5	41.6	40.3
RRTMIL2025.12		76.3	42.9	40.8
MeanMIL2025.12		76.2	43.7	43.9
DSMIL2025.12		76.2	41	40.9
MambaMIL2025.12		75.3	44.7	44.2
DTFD2025.12		75	41.2	38.8
TransMIL2025.12		74.7	39.9	38.5
MambaMIL+2025.12		73.3	38	37.5
MaxMIL2025.12		73.3	41.2	37.1
ABMIL2025.12		73.1	36.5	33.8
MHIM-ABMIL2025.12		72.8	37.7	36
RRTMIL2025.12		72.7	34.3	31.3
CLAM2025.12		72.6	34.6	32.4
MeanMIL2025.12		72.5	34.3	32.4
2DMambaMIL2025.12		72.4	35.5	34.2
PAM2025.12		72.3	35.8	31.2
DSMIL2025.12		72.2	36.1	32.7
DTFD2025.12		72.2	35	32.8
MambaMIL+2025.12		71.8	34.2	32.1
MambaMIL2025.12		71.6	37.9	35.3
2DMambaMIL2025.12		71.2	34.2	30.4
TransMIL2025.12		70.7	36.1	31.8
MambaMIL2025.12		69.8	35.7	31.8
MaxMIL2025.12		69.8	31.7	29.1
MHIM-ABMIL2025.12		69.5	30	26.2
MHIM-TransMIL2025.12		69.5	33.6	28.5
CLAM2025.12		68.9	28	25.2
RRTMIL2025.12		68.7	31.6	27.4
DSMIL2025.12		67.8	28.3	25.2
MeanMIL2025.12		67.3	28.1	24.5
ABMIL2025.12		66.6	28.4	24.6
DTFD2025.12		65	24.2	18.9
PAM2025.12		64.9	31.1	25.7
MHIM-TransMIL2025.12		64.2	26.8	20.7
TransMIL2025.12		63.1	24.4	17.9
MaxMIL2025.12		61.9	27	22.5