Survival analysis on UNOS with artificial censoring benchmark leaderboard · SOTA2 Research

Survival analysis on UNOS with artificial censoring

0.639C-IndexAFT

Evaluation Results

Method	Links
AFT2026.06		0.639	0.758	0.401	0.42	0.421	0.421	0.443	0.903
Cox2026.06		0.637	0.77	0.494	0.425	0.425	0.426	0.442	0.903
DeepSurv2026.06		0.637	0.769	0.406	0.4	0.403	0.423	0.439	0.903
DeepHit2026.06		0.637	0.765	0.45	0.376	0.387	0.422	0.435	0.902
KM2026.06		0.636	0.754	0.437	0.413	0.424	0.427	0.446	0.902
AFT2026.06		0.631	0.744	0.264	0.246	0.272	0.352	0.389	0.895
DeepSurv2026.06		0.626	0.766	0.272	0.276	0.33	0.375	0.405	0.897
DeepHit2026.06		0.626	0.748	0.216	0.283	0.318	0.371	0.395	0.895
Cox2026.06		0.623	0.763	0.288	0.343	0.36	0.411	0.424	0.898
KM2026.06		0.5	0.5	0.23	0.213	0.229	0.253	0.27	0.85