# Survival Analysis on VETERAN

Source: [Survival Analysis on VETERAN](<https://www.sota2.com/research/sota/survival-analysis-on-veteran>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-04-01T08:20:40.626Z

Evaluation of Survival Analysis models using the VETERAN dataset, reporting performance metrics such as the Time-dependent C-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) | VETERAN |
| Metric | Time-dependent C-index |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [Time-dependent C-index](<https://www.sota2.com/research/sota/survival-analysis-on-veteran.md?metric=Time-dependent%20C-index>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Time-dependent C-index | Result date | Report paper |
| --- | --- | --- | --- |
| COXPH | 0.724 | Not recorded | 69cca6c60636e5bf4afcbdd7 |
| SIC | 0.71 | Not recorded | 69cca6c60636e5bf4afcbdd7 |
| DEEPSURV | 0.687 | Not recorded | 69cca6c60636e5bf4afcbdd7 |
| XGB | 0.669 | Not recorded | 69cca6c60636e5bf4afcbdd7 |
| DEEPHIT | 0.632 | Not recorded | 69cca6c60636e5bf4afcbdd7 |

### COXPH

Time-dependent C-index: 0.724. Result ID: 69ccd54847f34ce924b67449.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6c60636e5bf4afcbdd7.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"5-fold cross-validation"}. This record does not assert independent reproduction.

### SIC

Time-dependent C-index: 0.71. Result ID: 69ccd54847f34ce924b67448.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6c60636e5bf4afcbdd7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cca6c60636e5bf4afcbdd7.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"5-fold cross-validation"}. This record does not assert independent reproduction.

### DEEPSURV

Time-dependent C-index: 0.687. Result ID: 69ccd54847f34ce924b6744a.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6c60636e5bf4afcbdd7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64281e209131cea02fd9.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"5-fold cross-validation"}. This record does not assert independent reproduction.

### XGB

Time-dependent C-index: 0.669. Result ID: 69ccd54847f34ce924b6744c.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6c60636e5bf4afcbdd7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62821e209131ce9f9b56.md>)

[Implementation](<https://github.com/dmlc/xgboost>)

Recorded evaluation configuration: {"Evaluation Protocol":"5-fold cross-validation"}. This record does not assert independent reproduction.

### DEEPHIT

Time-dependent C-index: 0.632. Result ID: 69ccd54847f34ce924b6744b.

[Reporting paper](<https://www.sota2.com/research/paper/69cca6c60636e5bf4afcbdd7.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"5-fold cross-validation"}. This record does not assert independent reproduction.

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