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Survival Prediction research benchmarks – Page 2 · SOTA2 Research

Survival Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TCGA-BLCA (n = 373)

0.71C-index

30

Feb 26, 2026

TCGA (cross-validated)

Demo*-Expr-Hist-Text

0.795C-index

29

May 11, 2026

TNBC cohort (test)

0.637DRFS C-index

29

Feb 26, 2026

0.818TDC

28

Jun 23, 2026

CPTAC External (test)

65.18C-Index

27

Mar 4, 2026

0.098IBS

26

May 25, 2026

TCGA LUAD (repeated cross-validation)

0.671C-index

24

Feb 26, 2026

TCGA-STAD (test)

0.651C-index

24

Feb 26, 2026

0.61C-index

24

Apr 9, 2026

0.749C-index

24

Feb 26, 2026

TCGA-BRCA (N=899)

0.692C-index

21

Mar 30, 2026

TCGA-BLCA N=347

0.703C-index

21

Mar 30, 2026

66.9C-index (%)

21

Feb 26, 2026

0.682C-index

21

Feb 26, 2026

62.8C-Index

20

Jun 18, 2026

0.836C-index

20

Jun 11, 2026

CRC (Colon & Rectal) TCGA (cross-validated)

0.684c-Index

19

Feb 26, 2026

0.59HR

18

Mar 12, 2026

74.4C-Index

18

Feb 26, 2026

NSCLC natural missingness patterns (5-fold CV)

0.733C-ix

18

Feb 26, 2026

TCGA Overall (test)

0.685C-Index

17

May 21, 2026

TCGA-BLCA (test)

0.694C-Index

17

May 21, 2026

TCGA-HNSC (5-fold cross-val)

0.661C-Index

17

Feb 26, 2026

LUSC (TCGA, CPTAC, and NLST cohorts)

59.32Concordance Index

16

Mar 24, 2026

LUAD TCGA, CPTAC, and NLST cohorts

61.89Concordance Index

16

Mar 24, 2026

Page 2 of 6

Popular datasets

TCGA TCGA-OMICS TCGA-BRCA LUAD RotGBSG

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