# Lung Cancer Lesion Segmentation on PETS-LC

Source: [Lung Cancer Lesion Segmentation on PETS-LC](<https://www.sota2.com/research/sota/lung-cancer-lesion-segmentation-on-pets-lc>)

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

Data updated: 2026-03-13T08:18:25.452Z

Evaluation of lung cancer lesion segmentation performance on the PETS-LC dataset, typically reporting Dice Similarity Coefficient (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 | Lung Cancer Lesion Segmentation |
| Dataset (including any stated split) | PETS-LC |
| Metric | DSC |
| Unit | PERCENT |
| 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

- [DSC](<https://www.sota2.com/research/sota/lung-cancer-lesion-segmentation-on-pets-lc.md?metric=DSC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| SegAnyPET-Lesion | 15.28 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| SegAnyPET | 10.85 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| nnIteractive | 6.38 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| SegVol | 6.34 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| SAM-Med3D | 3.5 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| SAT | 0 | Not recorded | 69b399f50636e5bf4afbc9b0 |
| VISTA3D | 0 | Not recorded | 69b399f50636e5bf4afbc9b0 |

### SegAnyPET-Lesion

DSC: 15.28. Result ID: 69b3c75647f34ce9249db9d3.

[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

DSC: 10.85. Result ID: 69b3c75647f34ce9249db9d2.

[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

DSC: 6.38. Result ID: 69b3c75647f34ce9249db9d1.

[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.

### SegVol

DSC: 6.34. Result ID: 69b3c75647f34ce9249db9d0.

[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.

### SAM-Med3D

DSC: 3.5. Result ID: 69b3c75647f34ce9249db9cd.

[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

DSC: 0. Result ID: 69b3c75647f34ce9249db9ce.

[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.

### VISTA3D

DSC: 0. Result ID: 69b3c75647f34ce9249db9cf.

[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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