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Papers Benchmarks Datasets Tasks

Overall Survival Prediction research benchmarks · SOTA2 Research

Overall Survival Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TCGA-LUSC Lung Squamous Cell Carcinoma N = 434 (5-fold cross-validation)

0.632C-index

19

Feb 26, 2026

0.773AUC (0.5)

9

Apr 10, 2026

shared trimodal cohort n=29 (test)

0.898C-Index

6

Jun 15, 2026

Lung squamous cell carcinoma (External H1)

PulmoFoundation

0.766C-Index

5

May 26, 2026

Lung squamous cell carcinoma (Internal)

0.613C-Index

5

May 26, 2026

Lung adenocarcinoma (External H1)

PulmoFoundation

0.79C-Index

5

May 26, 2026

Lung adenocarcinoma (Internal)

PulmoFoundation

0.651C-Index

5

May 26, 2026

MSKCC CRLM (TCIA) cohort

0.755C-index

5

Apr 9, 2026

0.681Concordance Index

4

Jun 8, 2026

Hospital H3, H4 (test)

0.687C-index

4

Jun 4, 2026

Dataset 2 (test)

0.914CI

4

Feb 26, 2026

Dataset 1 (test)

0.897CI

4

Feb 26, 2026

BraTS 2019 (val)

51.7Accuracy

4

Feb 26, 2026

NSCLC PET/CT overall survival prediction

0.751AUC (0.5-year)

3

Jun 11, 2026

NSCLC PET/CT (test)

0.751AUC (0.5y)

3

Jun 11, 2026

Popular datasets

Lung adenocarcinoma Lung squamous cell carcinoma NSCLC PET/CT BraTS NSCLC

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