# Survival Prediction on Whole-body PET-CT Breast Cancer (test)

Source: [Survival Prediction on Whole-body PET-CT Breast Cancer (test)](<https://www.sota2.com/research/sota/survival-prediction-on-whole-body-pet-ct-breast-cancer-test>)

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

Data updated: 2026-02-26T05:38:01.368Z

Evaluation of Survival Prediction models using the test split of the Whole-body PET-CT Breast Cancer dataset, reporting performance based on imaging features like MTV, TLG, and SUVmax.

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) | Whole-body PET-CT Breast Cancer (test) |
| Metric | C-index (MTV) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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 (MTV)](<https://www.sota2.com/research/sota/survival-prediction-on-whole-body-pet-ct-breast-cancer-test.md?metric=C-index%20(MTV)>): Higher is better; unit: PERCENT.

- [C-index (TLG)](<https://www.sota2.com/research/sota/survival-prediction-on-whole-body-pet-ct-breast-cancer-test.md?metric=C-index%20(TLG)>): Higher is better; unit: PERCENT.

- [C-index (SUVmax)](<https://www.sota2.com/research/sota/survival-prediction-on-whole-body-pet-ct-breast-cancer-test.md?metric=C-index%20(SUVmax)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | C-index (MTV) | Result date | Report paper |
| --- | --- | --- | --- |
| DpDNet | 69.33 | Not recorded | 68fa79ed1e209131cea8003c |
| CLIP-driven | 68.83 | Not recorded | 68fa79ed1e209131cea8003c |
| Dod-Net | 68.51 | Not recorded | 68fa79ed1e209131cea8003c |

### DpDNet

C-index (MTV): 69.33. Result ID: 698b65dd7a967eddb76e3ff0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ed1e209131cea8003c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79ed1e209131cea8003c.md>)

[Implementation](<https://github.com/XinglongLiang08/DpDNet>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CLIP-driven

C-index (MTV): 68.83. Result ID: 698b65dd7a967eddb76e3fef.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ed1e209131cea8003c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73e31e209131cea5eb0d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Dod-Net

C-index (MTV): 68.51. Result ID: 698b65dd7a967eddb76e3fee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ed1e209131cea8003c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68c61e209131cea1e50f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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