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Papers Benchmarks Datasets Tasks

Survival Prediction research benchmarks – Page 4 · SOTA2 Research

Survival Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

87.31C-index

11

Feb 26, 2026

10.63IBS

11

Feb 26, 2026

MIMIC-III (5-fold CV)

16.28IBS

11

Feb 26, 2026

Ground Truth Label

100AUROC

10

Feb 26, 2026

Ground Truth Label

1AUROC

10

Feb 26, 2026

TCGA (The Cancer Genome Atlas) (5-fold cross-val)

0.758C-index

10

Mar 18, 2026

NLST-LUAD (external val)

0.662C-index

9

Jun 19, 2026

CPTAC-KIRC (external val)

0.677C-index

9

Jun 19, 2026

CPTAC UCEC (external val)

0.702C-index

9

Jun 19, 2026

CPTAC-LUAD (external val)

0.663C-index

9

Jun 19, 2026

TCGA-LIHC (test)

0.654C-index

9

May 27, 2026

0.645C-index

9

Apr 28, 2026

TCGA-HNSC (test)

0.61C-Index

9

Apr 28, 2026

TCGA-LGG (test)

0.753C-index

9

Apr 28, 2026

TCGA-COAD (test)

0.694C-index

9

Apr 28, 2026

TCGA-GBM (test)

0.724C-index

9

Apr 28, 2026

TCGA-KIRC (test)

0.751C-index

9

Apr 28, 2026

0.691C-Index

9

Mar 12, 2026

TCGA-OMICS mRNA, miRNA, RPPA (M, I, R) (test)

0.657C-Index

9

Feb 26, 2026

TCGA-OMICS miRNA RPPA (I, R) (test)

0.65C-Index

9

Feb 26, 2026

TCGA-OMICS mRNA, RPPA (M, R) (test)

0.671C-Index

9

Feb 26, 2026

TCGA-OMICS mRNA, miRNA (M, I) (test)

66C-Index

9

Feb 26, 2026

TCGA-OMICS RPPA (R) (test)

0.645C-index

9

Feb 26, 2026

TCGA-OMICS mRNA (M) (test)

0.665C-index

9

Feb 26, 2026

33-task benchmark Survival prediction

58C-index

8

Mar 6, 2026

Page 4 of 6

Popular datasets

TCGA TCGA-OMICS TCGA-BRCA LUAD RotGBSG

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