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Papers Benchmarks Datasets Tasks

Survival Analysis research benchmarks – Page 4 · SOTA2 Research

Survival Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Heart failure dataset (test)

0.759C-index

9

Feb 26, 2026

Heart failure dataset (train)

0.75C-index

9

Feb 26, 2026

0.841C-index

9

Feb 26, 2026

Non Linear Synthetic Data (test)

KAN-AFT-BuckleyJames

0.842C-index

9

Feb 26, 2026

Non Linear Synthetic Data (train)

KAN-AFT-BuckleyJames

0.851C-index

9

Feb 26, 2026

German Breast Cancer Study Group (GBSG) (test)

KAN-AFT-BuckleyJames

0.71C-index

9

Feb 26, 2026

German Breast Cancer Study Group (GBSG) (train)

KAN-AFT-BuckleyJames

0.707C-index

9

Feb 26, 2026

Synthetic (test)

16.31IBS (Primary)

9

Feb 26, 2026

Aggregate (cat_adoption, mgus, nafld1, nwtco, std, synthetic-breakpoint, synthetic-tve, tumor, wa_churn) (outer repeated cross-validation)

69.11Harrell’s C

8

Jul 7, 2026

0.799Ctd Score

8

Jun 9, 2026

0.799Ctd Score

8

Jun 9, 2026

0.799Ctd Score

8

Jun 9, 2026

0.799Ctd Score

8

Jun 9, 2026

0.799Ctd Score

8

Jun 9, 2026

0.799Ctd Score

8

Jun 9, 2026

0.805Ctd Score

8

Jun 9, 2026

79.94Ctd Score

8

Jun 9, 2026

0.799Ctd Score

8

Jun 9, 2026

0.804Ctd Score

8

Jun 9, 2026

0.83Ctd Score

8

Jun 9, 2026

0.581Ctd (Full)

8

May 18, 2026

0.412Ctd (Full)

8

May 18, 2026

74.56Ctd (Full)

8

May 18, 2026

0.729C-index

8

Feb 26, 2026

Veteran (train)

0.718C-index

8

Feb 26, 2026

Page 4 of 8

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