# Survival Prediction on SurvSet 22 datasets average across all Source: [Survival Prediction on SurvSet 22 datasets average across all]() Collection index: [llms.txt]() Data updated: 2026-06-04T12:20:58.161Z Evaluation of Survival Prediction models averaged across the 22 datasets in the SurvSet collection, reporting rank-based metrics such as C-Index, Integrated Brier Score (IBS), and Integrated Concordance Index (ICI). 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 Prediction | | Dataset (including any stated split) | SurvSet 22 datasets average across all | | Metric | C-Index | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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: PERCENT. - [IBS](): Lower is better; unit: PERCENT. - [ICI](): Higher is better; unit: PERCENT. ## Recorded results | Method | C-Index | Result date | Report paper | | --- | --- | --- | --- | | DeepSurv | 0.941 | Not recorded | 6a2106fcc10484bac23f071c | | SurvPFN | 0.777 | Not recorded | 6a2106fcc10484bac23f071c | | SurvPFN | 0.75 | Not recorded | 6a2106fcc10484bac23f071c | | RSF | 0.718 | Not recorded | 6a2106fcc10484bac23f071c | | SurvPFN | 0.682 | Not recorded | 6a2106fcc10484bac23f071c | | SurvPFN | 0.68 | Not recorded | 6a2106fcc10484bac23f071c | | SurvPFN | 0.666 | Not recorded | 6a2106fcc10484bac23f071c | | SurvPFN | 0.577 | Not recorded | 6a2106fcc10484bac23f071c | | BinSurv \[MITRA\] | 0.573 | Not recorded | 6a2106fcc10484bac23f071c | | Cox PH | 0.527 | Not recorded | 6a2106fcc10484bac23f071c | | SurvPFN | 0.484 | Not recorded | 6a2106fcc10484bac23f071c | | SurvPFN | 0.425 | Not recorded | 6a2106fcc10484bac23f071c | ### DeepSurv C-Index: 0.941. Result ID: 6a216d8ffbc373592c1e8520. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SurvPFN C-Index: 0.777. Result ID: 6a216d8ffbc373592c1e851f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training configuration":"\[N\]","Ablation":"true"}. This record does not assert independent reproduction. ### SurvPFN C-Index: 0.75. Result ID: 6a216d8ffbc373592c1e851e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training configuration":"\[O\]","Ablation":"false"}. This record does not assert independent reproduction. ### RSF C-Index: 0.718. Result ID: 6a216d8ffbc373592c1e851d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SurvPFN C-Index: 0.682. Result ID: 6a216d8ffbc373592c1e851c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training configuration":"\[NR\]","Ablation":"true"}. This record does not assert independent reproduction. ### SurvPFN C-Index: 0.68. Result ID: 6a216d8ffbc373592c1e851b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training configuration":"\[O\]","Ablation":"true"}. This record does not assert independent reproduction. ### SurvPFN C-Index: 0.666. Result ID: 6a216d8ffbc373592c1e851a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training configuration":"\[OR\]","Ablation":"true"}. This record does not assert independent reproduction. ### SurvPFN C-Index: 0.577. Result ID: 6a216d8ffbc373592c1e8519. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training configuration":"\[NR\]","Ablation":"false"}. This record does not assert independent reproduction. ### BinSurv \[MITRA\] C-Index: 0.573. Result ID: 6a216d8ffbc373592c1e8518. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Cox PH C-Index: 0.527. Result ID: 6a216d8ffbc373592c1e8517. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SurvPFN C-Index: 0.484. Result ID: 6a216d8ffbc373592c1e8516. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training configuration":"\[N\]","Ablation":"false"}. This record does not assert independent reproduction. ### SurvPFN C-Index: 0.425. Result ID: 6a216d8ffbc373592c1e8515. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training configuration":"\[OR\]","Ablation":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.