Overall Survival prediction on NSCLC (test)

0.773AUC (0.5)DeepSurv

Evaluation results

Method
DeepSurv2026.04	0.773	0.719	0.729	0.734	0.735	0.719	0.711	0.718	0.719	0.714	0.717
time-driven deep learning framework2026.04	0.76	0.75	0.782	0.789	0.795	0.794	0.78	0.808	0.802	0.817	0.788
DeepHit2026.04	0.751	0.705	0.701	0.677	0.675	0.662	0.662	0.666	0.666	0.66	0.683
DeepHit2026.04	0.75	0.706	0.727	0.74	0.736	0.694	0.662	0.669	0.641	0.604	0.693
time-driven deep learning framework2026.04	0.742	0.733	0.753	0.762	0.782	0.782	0.764	0.796	0.792	0.807	0.771
DeepSurv2026.04	0.724	0.684	0.698	0.698	0.693	0.684	0.676	0.679	0.678	0.678	0.689
time-driven deep learning framework2026.04	0.694	0.71	0.761	0.76	0.754	0.747	0.742	0.762	0.756	0.772	0.746
baseline2026.04	0.63	0.68	0.703	0.732	0.698	0.715	0.696	0.713	0.718	0.75	0.703
CPH2026.04	0.583	0.58	0.647	0.648	0.662	0.664	0.657	0.683	0.677	0.693	0.649