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Benchmarks
Biochemical Recurrence Prediction on TCGA-PRAD (out-of-fold)
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0.704
C-index
GD-MIL
0.56048
0.59774
0.635
0.67226
Jun 8, 2026
C-index
C-index 95% CI Lower Bound
Updated 1mo ago
Evaluation Results
Method
Method
Links
C-index
C-index 95% CI Lower Bound
GD-MIL
Category=Multimodal
2026.06
0.704
0.643
Cox (grade, T, age)
Category=Clinical
2026.06
0.687
0.612
Virchow2 + ABMIL
Category=Imaging
2026.06
0.639
0.573
UNI2-h + TransMIL
Category=Imaging
2026.06
0.632
0.552
UNI2-h + CLAM
Category=Imaging
2026.06
0.627
0.559
UNI2-h + ABMIL
Category=Imaging
2026.06
0.624
0.549
UNI2-h + PatchGCN
Category=Imaging
2026.06
0.615
0.556
ResNet50 + ABMIL
Category=Imaging
2026.06
0.566
0.52
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