Classification on CRC-Molecular TCGA cohort benchmark leaderboard · SOTA2 Research

Classification on CRC-Molecular TCGA cohort

83.6AUCMambaMIL+

Evaluation Results

Method	Links
MambaMIL+2025.12		83.6	58.2	59.3
ABMIL2025.12		83.2	56.4	56.8
CLAM2025.12		83.1	56.6	56.6
PAM2025.12		82.7	55.9	56.6
2DMambaMIL2025.12		82.6	54.7	55.5
MHIM-ABMIL2025.12		82.4	55.1	54.9
MambaMIL2025.12		82	56.9	56.1
DSMIL2025.12		81.7	56.1	55.3
DTFD2025.12		81.5	55.1	54.7
MeanMIL2025.12		80.5	54.1	54.1
RRTMIL2025.12		80.4	54	54.9
TransMIL2025.12		77.1	46.8	43.1
MaxMIL2025.12		77	50	49.7
MHIM-TransMIL2025.12		76.2	47.1	44.5
MambaMIL+2025.12		74.9	48.9	48.8
MambaMIL+2025.12		74.7	46.1	45.2
RRTMIL2025.12		74.3	48.1	49.1
2DMambaMIL2025.12		73.8	48.7	48
MeanMIL2025.12		73.3	46.1	47.3
MHIM-ABMIL2025.12		72.8	45.6	46.1
CLAM2025.12		71.9	48.6	48.5
ABMIL2025.12		71.5	45.1	45.7
MambaMIL2025.12		70.7	46.9	45.9
PAM2025.12		69.9	40.6	40.8
DSMIL2025.12		69.5	39	36.4
DTFD2025.12		67.5	38.2	37.2
2DMambaMIL2025.12		67.4	37.4	34.5
PAM2025.12		67.3	41.4	41
MambaMIL2025.12		66.2	36	33.3
RRTMIL2025.12		64.5	33.1	29.7
MaxMIL2025.12		64	32.2	28.9
MHIM-TransMIL2025.12		63	38	36.4
TransMIL2025.12		62.9	32.2	30
CLAM2025.12		62.6	30.4	24.7
MHIM-TransMIL2025.12		62	32.4	28
MeanMIL2025.12		61.9	30.2	24.3
MHIM-ABMIL2025.12		61.4	27.6	20.9
ABMIL2025.12		59.7	26.4	18.1
TransMIL2025.12		59.1	29.2	27
MaxMIL2025.12		59	28.3	22.6
DSMIL2025.12		58	28.7	21.6
DTFD2025.12		57.9	27	19