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Benchmarks
Survival Analysis on German Breast Cancer Study Group (GBSG) (train)
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0.7066
C-index
KAN-AFT-BuckleyJames
0.536144
0.580397
0.62465
0.668903
Dec 23, 2025
C-index
Updated 4d ago
Evaluation Results
Method
Method
Links
C-index
KAN-AFT-BuckleyJames
Loss=BuckleyJames
2025.12
0.7066
KAN-AFT-Transform
Loss=Transform
2025.12
0.6798
AFT-Log-logistic
Distribution=Log-logistic
2025.12
0.6762
AFT-Log-normal
Distribution=Log-normal
2025.12
0.6759
AFT-Weibull
Distribution=Weibull
2025.12
0.6756
KAN-AFT-IPCW
Loss=IPCW
2025.12
0.6447
DeepAFT-Transform
Loss=Transform
2025.12
0.5532
DeepAFT-IPCW
Loss=IPCW
2025.12
0.5446
DeepAFT-BuckleyJames
Loss=BuckleyJames
2025.12
0.5427
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