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Molecular Prediction on BRCA-Molecular

78.7AUC

MambaMIL+

Updated 4d ago

Evaluation Results

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