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Disease Specific Survival Prediction on TCGA-BRCA (DSS CI)

0.869DSS CIST2ST
0.477960.579480.6810.78252Jun 24, 2026

Evaluation results

MethodLinks
ST2STArchitecture=base-12l-small-4l-joint, Input=patch, Aggregation Method=abmil2026.060.869
HE2STArchitecture=base-6l-small-4l, Input=patch, Aggregation Method=mean2026.060.854
HE2STArchitecture=small-12l-micro-4l, Input=patch, Aggregation Method=mean2026.060.842
ST2STArchitecture=base-6l-small-4l-joint, Input=patch, Aggregation Method=mean2026.060.806
HE2STArchitecture=base-6l-small-4l, Input=cls, Aggregation Method=mean2026.060.803
ST2STArchitecture=small-12l-micro-4l-sep, Input=patch, Aggregation Method=mean2026.060.797
HE2HEArchitecture=base-12l-small-4l-joint, Input=patch, Aggregation Method=mean2026.060.755
HE2HEArchitecture=base-12l-small-4l-joint, Input=patch, Aggregation Method=abmil2026.060.74
HE2HEArchitecture=base-6l-small-4l-joint, Input=patch, Aggregation Method=mean2026.060.737
baseline contrastiveAggregation Method=abmil2026.060.725
ST2STArchitecture=base-12l-small-4l-joint, Input=patch, Aggregation Method=mean2026.060.719
baseline contrastiveAggregation Method=mean2026.060.718
HE2STArchitecture=base-12l-small-4l, Input=patch, Aggregation Method=abmil2026.060.716
HE2STArchitecture=small-12l-micro-4l, Input=patch, Aggregation Method=abmil2026.060.716
HE2HEArchitecture=small-12l-micro-4l-joint, Input=cls, Aggregation Method=abmil2026.060.713
ST2STArchitecture=base-12l-small-4l-joint, Input=cls, Aggregation Method=mean2026.060.713
HE2STArchitecture=base-6l-small-4l, Input=patch, Aggregation Method=abmil2026.060.702
HE2HEArchitecture=base-12l-small-4l-joint, Input=cls, Aggregation Method=mean2026.060.696
HE2HEArchitecture=base-6l-small-4l-joint, Input=cls, Aggregation Method=abmil2026.060.684
HE2HEArchitecture=small-12l-micro-4l-joint, Input=patch, Aggregation Method=mean2026.060.678
ST2STArchitecture=base-6l-small-4l-joint, Input=patch, Aggregation Method=abmil2026.060.672
baselineAggregation Method=mean2026.060.67
baselineAggregation Method=abmil2026.060.667
ST2STArchitecture=base-6l-small-4l-joint, Input=cls, Aggregation Method=mean2026.060.663
ST2STArchitecture=small-12l-micro-4l-sep, Input=cls, Aggregation Method=mean2026.060.663
HE2HEArchitecture=base-12l-small-4l-joint, Input=cls, Aggregation Method=abmil2026.060.657
HE2STArchitecture=base-12l-small-4l, Input=patch, Aggregation Method=mean2026.060.654
ST2STArchitecture=small-12l-micro-4l-sep, Input=cls, Aggregation Method=abmil2026.060.648
HE2HEArchitecture=base-6l-small-4l-joint, Input=patch, Aggregation Method=abmil2026.060.642
HE2STArchitecture=base-12l-small-4l, Input=cls, Aggregation Method=abmil2026.060.627
HE2HEArchitecture=base-6l-small-4l-joint, Input=cls, Aggregation Method=mean2026.060.624
ST2STArchitecture=small-12l-micro-4l-sep, Input=patch, Aggregation Method=abmil2026.060.621
ST2STArchitecture=base-6l-small-4l-joint, Input=cls, Aggregation Method=abmil2026.060.618
HE2HEArchitecture=small-12l-micro-4l-joint, Input=cls, Aggregation Method=mean2026.060.615
HE2STArchitecture=small-12l-micro-4l, Input=cls, Aggregation Method=mean2026.060.588
HE2HEArchitecture=small-12l-micro-4l-joint, Input=patch, Aggregation Method=abmil2026.060.585
ST2STArchitecture=base-12l-small-4l-joint, Input=cls, Aggregation Method=abmil2026.060.576
HE2STArchitecture=small-12l-micro-4l, Input=cls, Aggregation Method=abmil2026.060.564
HE2STArchitecture=base-12l-small-4l, Input=cls, Aggregation Method=mean2026.060.552
HE2STArchitecture=base-6l-small-4l, Input=cls, Aggregation Method=abmil2026.060.493