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Diagnostic Classification on EBRAINS

98AUCReconMIL
87.506490.230792.95595.6793Mar 20, 2026

Evaluation results

MethodLinks
ReconMILFeature Extractor=CONCH v1.5 [8]2026.039868.4369.63
MHIM-ABMILFeature Extractor=CONCH v1.5 [8]2026.0397.967.9267.11
CLAMFeature Extractor=CONCH v1.5 [8]2026.0397.866.9165.91
DSMILFeature Extractor=CONCH v1.5 [8]2026.0397.866.7165.92
ABMILFeature Extractor=CONCH v1.5 [8]2026.0397.767.3166.41
DTFDMILFeature Extractor=CONCH v1.5 [8]2026.0397.667.9267.02
MHIM-TransMILFeature Extractor=CONCH v1.5 [8]2026.0397.661.8259.74
S4MILFeature Extractor=CONCH v1.5 [8]2026.0397.563.2262.52
MaxMILFeature Extractor=CONCH v1.5 [8]2026.0397.467.6167.01
TransMILFeature Extractor=CONCH v1.5 [8]2026.0397.360.4458.44
MeanMILFeature Extractor=CONCH v1.5 [8]2026.0397.263.6162.61
RRTMILFeature Extractor=CONCH v1.5 [8]2026.0397.263.8262.91
MambaMILFeature Extractor=CONCH v1.5 [8]2026.0397.264.3162.61
ReconMILFeature Extractor=PLIP [34]2026.0396.555.0353.43
ReconMILFeature Extractor=ResNet-50 [29]2026.0396.249.3244.43
MambaMILFeature Extractor=ResNet-50 [29]2026.0395.9247.9346.44
MHIM-ABMILFeature Extractor=PLIP [34]2026.0395.854.3153.21
ABMILFeature Extractor=PLIP [34]2026.0395.454.1153.41
CLAMFeature Extractor=PLIP [34]2026.0395.253.9253.22
MeanMILFeature Extractor=PLIP [34]2026.0394.951.5350.33
MambaMILFeature Extractor=PLIP [34]2026.0394.551.3350.53
RRTMILFeature Extractor=PLIP [34]2026.0394.150.7250.32
DTFDMILFeature Extractor=PLIP [34]2026.039451.1150.12
S4MILFeature Extractor=ResNet-50 [29]2026.0393.744.4341.74
DSMILFeature Extractor=PLIP [34]2026.0393.347.7346.33
S4MILFeature Extractor=PLIP [34]2026.0393.250.9549.55
RRTMILFeature Extractor=ResNet-50 [29]2026.0392.849.7344.32
MHIM-TransMILFeature Extractor=PLIP [34]2026.0392.850.2250.42
TransMILFeature Extractor=ResNet-50 [29]2026.0392.738.2335.85
MaxMILFeature Extractor=PLIP [34]2026.0392.3143.9142.11
TransMILFeature Extractor=PLIP [34]2026.039249.9250.62
CLAMFeature Extractor=ResNet-50 [29]2026.0391.837.3134.82
MHIM-ABMILFeature Extractor=ResNet-50 [29]2026.0391.841.3138.43
ABMILFeature Extractor=ResNet-50 [29]2026.0391.739.7237.62
MHIM-TransMILFeature Extractor=ResNet-50 [29]2026.0391.438.6234.02
MeanMILFeature Extractor=ResNet-50 [29]2026.039137.3134.61
DSMILFeature Extractor=ResNet-50 [29]2026.0390.340.6339.93
DTFDMILFeature Extractor=ResNet-50 [29]2026.0389.5135.2233.51
MaxMILFeature Extractor=ResNet-50 [29]2026.0387.9132.9430.44