# Survival Analysis on NWTCO (5-fold cross-val) Source: [Survival Analysis on NWTCO (5-fold cross-val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:15.758Z Evaluation of Survival Analysis models using the NWTCO dataset under a 5-fold cross-validation scheme, reporting metrics such as the Integrated Brier Score. 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) | NWTCO (5-fold cross-val) | | Metric | Integrated Brier Score | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 11 of 11 | | 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 - [Integrated Brier Score](): Lower is better; unit: SCALAR. ## Recorded results | Method | Integrated Brier Score | Result date | Report paper | | --- | --- | --- | --- | | Logistic-Hazard (CHI) | 0.0738 | Not recorded | 68fa667d1e209131cea108a1 | | PC-Hazard | 0.0738 | Not recorded | 68fa667d1e209131cea108a1 | | Logistic-Hazard (CDI) | 0.0741 | Not recorded | 68fa667d1e209131cea108a1 | | Logistic-Hazard | 0.0742 | Not recorded | 68fa667d1e209131cea108a1 | | CoxCC | 0.0745 | Not recorded | 68fa667d1e209131cea108a1 | | DeepSurv | 0.0745 | Not recorded | 68fa667d1e209131cea108a1 | | PMF | 0.0748 | Not recorded | 68fa667d1e209131cea108a1 | | RSF | 0.0749 | Not recorded | 68fa667d1e209131cea108a1 | | Cox-Time | 0.0753 | Not recorded | 68fa667d1e209131cea108a1 | | DeepHit | 0.0758 | Not recorded | 68fa667d1e209131cea108a1 | | Cox Regression | 0.0791 | Not recorded | 68fa667d1e209131cea108a1 | ### Logistic-Hazard (CHI) Integrated Brier Score: 0.0738. Result ID: 698cf3848b517eb4331df05a. [Reporting paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### PC-Hazard Integrated Brier Score: 0.0738. Result ID: 698cf3848b517eb4331df05c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### Logistic-Hazard (CDI) Integrated Brier Score: 0.0741. Result ID: 698cf3848b517eb4331df05b. [Reporting paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### Logistic-Hazard Integrated Brier Score: 0.0742. Result ID: 698cf3848b517eb4331df059. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### CoxCC Integrated Brier Score: 0.0745. Result ID: 698cf3848b517eb4331df053. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### DeepSurv Integrated Brier Score: 0.0745. Result ID: 698cf3848b517eb4331df054. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### PMF Integrated Brier Score: 0.0748. Result ID: 698cf3848b517eb4331df058. [Reporting paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### RSF Integrated Brier Score: 0.0749. Result ID: 698cf3848b517eb4331df056. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### Cox-Time Integrated Brier Score: 0.0753. Result ID: 698cf3848b517eb4331df055. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### DeepHit Integrated Brier Score: 0.0758. Result ID: 698cf3848b517eb4331df057. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. ### Cox Regression Integrated Brier Score: 0.0791. Result ID: 698cf3848b517eb4331df052. [Reporting paper]() Recorded evaluation configuration: {"Validation":"5-fold cross-validation"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.