# Prostate Carcinoma Segmentation on AutoPET-PSMA

Source: [Prostate Carcinoma Segmentation on AutoPET-PSMA](<https://www.sota2.com/research/sota/prostate-carcinoma-segmentation-on-autopet-psma>)

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

Data updated: 2026-03-13T08:18:25.573Z

Evaluation of Prostate Carcinoma Segmentation performance on the AutoPET-PSMA dataset, reporting metrics such as PCa DSC.

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 | Prostate Carcinoma Segmentation |
| Dataset (including any stated split) | AutoPET-PSMA |
| Metric | PCa DSC |
| 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

- [PCa DSC](<https://www.sota2.com/research/sota/prostate-carcinoma-segmentation-on-autopet-psma.md?metric=PCa%20DSC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PCa DSC | Result date | Report paper |
| --- | --- | --- | --- |
| SegAnyPET-Lesion | 0.5759 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| SegAnyPET | 0.3427 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| nnIteractive | 0.2222 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| SAM-Med3D | 0.0924 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| SAT | 0.0525 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| SegVol | 0.023 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| VISTA3D | 0 | Not recorded | 69b399f50636e5bf4afbc9b0 |

### SegAnyPET-Lesion

PCa DSC: 0.5759. Result ID: 69b3c75647f34ce9249db9e6.

[Reporting paper](<https://www.sota2.com/research/paper/69b399f50636e5bf4afbc9b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b399f50636e5bf4afbc9b0.md>)

Recorded evaluation configuration: {"Prompt":"1 point"}. This record does not assert independent reproduction.

### SegAnyPET

PCa DSC: 0.3427. Result ID: 69b3c75647f34ce9249db9e5.

[Reporting paper](<https://www.sota2.com/research/paper/69b399f50636e5bf4afbc9b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b399f50636e5bf4afbc9b0.md>)

Recorded evaluation configuration: {"Prompt":"1 point"}. This record does not assert independent reproduction.

### nnIteractive

PCa DSC: 0.2222. Result ID: 69b3c75647f34ce9249db9e4.

[Reporting paper](<https://www.sota2.com/research/paper/69b399f50636e5bf4afbc9b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77621e209131cea72e27.md>)

Recorded evaluation configuration: {"Prompt":"1 point"}. This record does not assert independent reproduction.

### SAM-Med3D

PCa DSC: 0.0924. Result ID: 69b3c75647f34ce9249db9e0.

[Reporting paper](<https://www.sota2.com/research/paper/69b399f50636e5bf4afbc9b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74c81e209131cea63c72.md>)

Recorded evaluation configuration: {"Prompt":"1 point"}. This record does not assert independent reproduction.

### SAT

PCa DSC: 0.0525. Result ID: 69b3c75647f34ce9249db9e1.

[Reporting paper](<https://www.sota2.com/research/paper/69b399f50636e5bf4afbc9b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a161e209131cea81104.md>)

Recorded evaluation configuration: {"Prompt":"text"}. This record does not assert independent reproduction.

### SegVol

PCa DSC: 0.023. Result ID: 69b3c75647f34ce9249db9e3.

[Reporting paper](<https://www.sota2.com/research/paper/69b399f50636e5bf4afbc9b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76f01e209131cea701c0.md>)

[Implementation](<https://github.com/BAAI-DCAI/SegVol>)

Recorded evaluation configuration: {"Prompt":"1 point"}. This record does not assert independent reproduction.

### VISTA3D

PCa DSC: 0. Result ID: 69b3c75647f34ce9249db9e2.

[Reporting paper](<https://www.sota2.com/research/paper/69b399f50636e5bf4afbc9b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a001.md>)

Recorded evaluation configuration: {"Prompt":"target id"}. This record does not assert independent reproduction.

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