# Dynamic Survival Analysis on 5 dynamic datasets (aggregate) Source: [Dynamic Survival Analysis on 5 dynamic datasets (aggregate)]() Collection index: [llms.txt]() Data updated: 2026-02-27T12:01:20.671Z Evaluation of Dynamic Survival Analysis models aggregated across 5 distinct dynamic datasets, reporting performance using C-Index, Integrated AUC, and Integrated Brier Score across Value, Rank, and ELO metrics. 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 | Dynamic Survival Analysis | | Dataset (including any stated split) | 5 dynamic datasets (aggregate) | | Metric | C-Index (Value) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 (Value)](): Higher is better; unit: SCALAR. - [C-Index (Rank)](): Higher is better; unit: SCALAR. - [C-Index (ELO)](): Higher is better; unit: SCALAR. - [Integrated AUC (Value)](): Higher is better; unit: SCALAR. - [Integrated AUC (Rank)](): Higher is better; unit: SCALAR. - [Integrated AUC (ELO)](): Higher is better; unit: SCALAR. - [Integrated Brier Score (Value)](): Lower is better; unit: SCALAR. - [Integrated Brier Score (Rank)](): Lower is better; unit: SCALAR. - [Integrated Brier Score (ELO)](): Lower is better; unit: SCALAR. - [Average Rank](): Lower is better; unit: SCALAR. - [Average ELO](): Higher is better; unit: SCALAR. ## Recorded results | Method | C-Index (Value) | Result date | Report paper | | --- | --- | --- | --- | | MITRA | 0.65 | Not recorded | 69802fb0a8b01e76cc8e168d | | Joint Model | 0.647 | Not recorded | 69802fb0a8b01e76cc8e168d | | Landmark Cox | 0.615 | Not recorded | 69802fb0a8b01e76cc8e168d | | Landmark RSF | 0.603 | Not recorded | 69802fb0a8b01e76cc8e168d | | Dynamic DeepHit | 0.59 | Not recorded | 69802fb0a8b01e76cc8e168d | | TabPFN | 0.567 | Not recorded | 69802fb0a8b01e76cc8e168d | | XGBoost | 0.532 | Not recorded | 69802fb0a8b01e76cc8e168d | ### MITRA C-Index (Value): 0.65. Result ID: 69a1877e35dfcabb00e7a4fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Discretization bins (K)":"5","Prediction times":"t1, t2, t3","Setting":"Dynamic"}. This record does not assert independent reproduction. ### Joint Model C-Index (Value): 0.647. Result ID: 69a1877e35dfcabb00e7a503. [Reporting paper]() Recorded evaluation configuration: {"Discretization bins (K)":"5","Prediction times":"t1, t2, t3","Setting":"Dynamic"}. This record does not assert independent reproduction. ### Landmark Cox C-Index (Value): 0.615. Result ID: 69a1877e35dfcabb00e7a500. [Reporting paper]() Recorded evaluation configuration: {"Discretization bins (K)":"5","Prediction times":"t1, t2, t3","Setting":"Dynamic"}. This record does not assert independent reproduction. ### Landmark RSF C-Index (Value): 0.603. Result ID: 69a1877e35dfcabb00e7a501. [Reporting paper]() Recorded evaluation configuration: {"Discretization bins (K)":"5","Prediction times":"t1, t2, t3","Setting":"Dynamic"}. This record does not assert independent reproduction. ### Dynamic DeepHit C-Index (Value): 0.59. Result ID: 69a1877e35dfcabb00e7a502. [Reporting paper]() Recorded evaluation configuration: {"Discretization bins (K)":"5","Prediction times":"t1, t2, t3","Setting":"Dynamic"}. This record does not assert independent reproduction. ### TabPFN C-Index (Value): 0.567. Result ID: 69a1877e35dfcabb00e7a4fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Discretization bins (K)":"5","Prediction times":"t1, t2, t3","Setting":"Dynamic"}. This record does not assert independent reproduction. ### XGBoost C-Index (Value): 0.532. Result ID: 69a1877e35dfcabb00e7a4ff. [Reporting paper]() Recorded evaluation configuration: {"Discretization bins (K)":"5","Prediction times":"t1, t2, t3","Setting":"Dynamic"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.