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Diagnostic Classification on Camelyon16

97.92AUCReconMIL
69.850477.137784.42591.7123Mar 20, 2026

Evaluation results

MethodLinks
ReconMILFeature Extractor=CONCH v1.5 [8]2026.0397.9293.5292.02
DTFDMILFeature Extractor=CONCH v1.5 [8]2026.0397.5294.2192.62
MambaMILFeature Extractor=CONCH v1.5 [8]2026.0397.0392.5390.73
ReconMILFeature Extractor=PLIP [34]2026.0397.0292.3290.52
MHIM-ABMILFeature Extractor=CONCH v1.5 [8]2026.0396.9293.4191.53
MHIM-TransMILFeature Extractor=CONCH v1.5 [8]2026.0396.9291.7189.75
RRTMILFeature Extractor=PLIP [34]2026.0396.8292.1390.12
ReconMILFeature Extractor=ResNet-50 [29]2026.0396.8189.8386.34
MHIM-ABMILFeature Extractor=PLIP [34]2026.0396.6290.5289.72
S4MILFeature Extractor=PLIP [34]2026.0396.6292.2290.33
S4MILFeature Extractor=ResNet-50 [29]2026.0396.5290.2688.66
ABMILFeature Extractor=CONCH v1.5 [8]2026.0396.5293.2191.52
TransMILFeature Extractor=CONCH v1.5 [8]2026.0396.5290.5588.85
ABMILFeature Extractor=PLIP [34]2026.0396.3291.7289.63
RRTMILFeature Extractor=CONCH v1.5 [8]2026.0396.2392.5192.12
S4MILFeature Extractor=CONCH v1.5 [8]2026.0395.8394.0192.52
CLAMFeature Extractor=PLIP [34]2026.0395.6290.5188.32
MambaMILFeature Extractor=ResNet-50 [29]2026.0395.589.2386.43
DTFDMILFeature Extractor=PLIP [34]2026.0395.3290.0287.43
MambaMILFeature Extractor=PLIP [34]2026.0395.2288.2686.26
MHIM-TransMILFeature Extractor=PLIP [34]2026.0395.1389.5286.93
CLAMFeature Extractor=CONCH v1.5 [8]2026.0394.8392.7392.34
RRTMILFeature Extractor=ResNet-50 [29]2026.0394.8289.3587.35
TransMILFeature Extractor=PLIP [34]2026.0394.5388.5386.43
MHIM-ABMILFeature Extractor=ResNet-50 [29]2026.0394.3289.7282.91
MaxMILFeature Extractor=ResNet-50 [29]2026.0394.2288.5385.14
ABMILFeature Extractor=ResNet-50 [29]2026.0394.1187.7184.42
DTFDMILFeature Extractor=ResNet-50 [29]2026.0393.8288.7385.93
MHIM-TransMILFeature Extractor=ResNet-50 [29]2026.0393.7182.5480.34
CLAMFeature Extractor=ResNet-50 [29]2026.0393.5289.5286.63
DSMILFeature Extractor=CONCH v1.5 [8]2026.0392.7288.5384.83
TransMILFeature Extractor=ResNet-50 [29]2026.0392.2281.7579.45
MeanMILFeature Extractor=CONCH v1.5 [8]2026.0391.5393.9888.33
DSMILFeature Extractor=ResNet-50 [29]2026.0388.9683.2778.95
MaxMILFeature Extractor=CONCH v1.5 [8]2026.0387.7390.2289.74
DSMILFeature Extractor=PLIP [34]2026.0380.5573.9667.36
MeanMILFeature Extractor=PLIP [34]2026.0378.7671.9665.45
MaxMILFeature Extractor=PLIP [34]2026.0377.1271.0267.33
MeanMILFeature Extractor=ResNet-50 [29]2026.0370.9365.2555.48