# Survival Analysis on METABRIC (5-fold cross-validation) Source: [Survival Analysis on METABRIC (5-fold cross-validation)]() Collection index: [llms.txt]() Data updated: 2026-06-11T10:51:42.655Z Evaluation of survival analysis models on the METABRIC dataset using a 5-fold cross-validation scheme, reporting the Concordance Index. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Survival Analysis | | Dataset (including any stated split) | METABRIC (5-fold cross-validation) | | Metric | C-Index | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 25 of 25 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [C-Index](): Higher is better; unit: SCALAR. ## Recorded results | Method | C-Index | Result date | Report paper | | --- | --- | --- | --- | | DeepHit | 0.675 | Not recorded | 68fa667d1e209131cea108a1 | | Cox-Time | 0.664 | Not recorded | 68fa667d1e209131cea108a1 | | TabICL-MTLR | 0.664 | Not recorded | 6a2a4110d33dfb23e7839300 | | Logistic-Hazard | 0.66 | Not recorded | 68fa667d1e209131cea108a1 | | TabPFN-ZS | 0.659 | Not recorded | 6a2a4110d33dfb23e7839300 | | Logistic-Hazard | 0.658 | Not recorded | 68fa667d1e209131cea108a1 | | Logistic-Hazard | 0.656 | Not recorded | 68fa667d1e209131cea108a1 | | PC-Hazard | 0.655 | Not recorded | 68fa667d1e209131cea108a1 | | TabPFN-MTLR | 0.655 | Not recorded | 6a2a4110d33dfb23e7839300 | | MLP-DeepHit | 0.654 | Not recorded | 6a2a4110d33dfb23e7839300 | | TabDPT-MTLR | 0.653 | Not recorded | 6a2a4110d33dfb23e7839300 | | RSF | 0.651 | Not recorded | 68fa667d1e209131cea108a1 | | TabICL-ZS | 0.651 | Not recorded | 6a2a4110d33dfb23e7839300 | | CoxCC | 0.647 | Not recorded | 68fa667d1e209131cea108a1 | | RSF | 0.646 | Not recorded | 6a2a4110d33dfb23e7839300 | | DeepSurv | 0.64 | Not recorded | 68fa667d1e209131cea108a1 | | DeepSurv | 0.638 | Not recorded | 6a2a4110d33dfb23e7839300 | | TabDPT-ZS | 0.638 | Not recorded | 6a2a4110d33dfb23e7839300 | | DySurv | 0.633 | Not recorded | 6a2a4110d33dfb23e7839300 | | PMF | 0.632 | Not recorded | 68fa667d1e209131cea108a1 | | Cox Regression | 0.626 | Not recorded | 68fa667d1e209131cea108a1 | | MLP-MTLR | 0.625 | Not recorded | 6a2a4110d33dfb23e7839300 | | GBSA | 0.623 | Not recorded | 6a2a4110d33dfb23e7839300 | | Cox PH | 0.614 | Not recorded | 6a2a4110d33dfb23e7839300 | | SurvTRACE | 0.606 | Not recorded | 6a2a4110d33dfb23e7839300 | ### DeepHit C-Index: 0.675. Result ID: 698cf3848b517eb4331df083. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### Cox-Time C-Index: 0.664. Result ID: 698cf3848b517eb4331df081. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### TabICL-MTLR C-Index: 0.664. Result ID: 6a2a9327fbc373592c2894e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Survival-aware Adaptation"}. This record does not assert independent reproduction. ### Logistic-Hazard C-Index: 0.66. Result ID: 698cf3848b517eb4331df087. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"interpolation":"CDI","validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### TabPFN-ZS C-Index: 0.659. Result ID: 6a2a9327fbc373592c2894dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Zero-Shot"}. This record does not assert independent reproduction. ### Logistic-Hazard C-Index: 0.658. Result ID: 698cf3848b517eb4331df085. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### Logistic-Hazard C-Index: 0.656. Result ID: 698cf3848b517eb4331df086. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"interpolation":"CHI","validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### PC-Hazard C-Index: 0.655. Result ID: 698cf3848b517eb4331df088. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### TabPFN-MTLR C-Index: 0.655. Result ID: 6a2a9327fbc373592c2894e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Survival-aware Adaptation"}. This record does not assert independent reproduction. ### MLP-DeepHit C-Index: 0.654. Result ID: 6a2a9327fbc373592c2894da. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Deep Models"}. This record does not assert independent reproduction. ### TabDPT-MTLR C-Index: 0.653. Result ID: 6a2a9327fbc373592c2894e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Survival-aware Adaptation"}. This record does not assert independent reproduction. ### RSF C-Index: 0.651. Result ID: 698cf3848b517eb4331df082. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### TabICL-ZS C-Index: 0.651. Result ID: 6a2a9327fbc373592c2894df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Zero-Shot"}. This record does not assert independent reproduction. ### CoxCC C-Index: 0.647. Result ID: 698cf3848b517eb4331df07f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### RSF C-Index: 0.646. Result ID: 6a2a9327fbc373592c2894d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Baselines"}. This record does not assert independent reproduction. ### DeepSurv C-Index: 0.64. Result ID: 698cf3848b517eb4331df080. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### DeepSurv C-Index: 0.638. Result ID: 6a2a9327fbc373592c2894d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Deep Models"}. This record does not assert independent reproduction. ### TabDPT-ZS C-Index: 0.638. Result ID: 6a2a9327fbc373592c2894de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Zero-Shot"}. This record does not assert independent reproduction. ### DySurv C-Index: 0.633. Result ID: 6a2a9327fbc373592c2894db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Deep Models"}. This record does not assert independent reproduction. ### PMF C-Index: 0.632. Result ID: 698cf3848b517eb4331df084. [Reporting paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### Cox Regression C-Index: 0.626. Result ID: 698cf3848b517eb4331df07e. [Reporting paper]() Recorded evaluation configuration: {"validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### MLP-MTLR C-Index: 0.625. Result ID: 6a2a9327fbc373592c2894d9. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Deep Models"}. This record does not assert independent reproduction. ### GBSA C-Index: 0.623. Result ID: 6a2a9327fbc373592c2894d7. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Baselines"}. This record does not assert independent reproduction. ### Cox PH C-Index: 0.614. Result ID: 6a2a9327fbc373592c2894d5. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Baselines"}. This record does not assert independent reproduction. ### SurvTRACE C-Index: 0.606. Result ID: 6a2a9327fbc373592c2894dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Deep Models"}. 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