# Pelvic Radiation Injury Segmentation on PRI Dataset (test)

Source: [Pelvic Radiation Injury Segmentation on PRI Dataset (test)](<https://www.sota2.com/research/sota/pelvic-radiation-injury-segmentation-on-pri-dataset-test>)

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

Data updated: 2026-02-26T05:40:21.433Z

Evaluation of segmentation performance on the Pelvic Radiation Injury (PRI) Dataset (test split), focusing on the positive class, typically measured using DSC, MCC, ACC, and HD.

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 | Pelvic Radiation Injury Segmentation |
| Dataset (including any stated split) | Pelvic Radiation Injury (PRI) Dataset Positive class (test) |
| 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/pelvic-radiation-injury-segmentation-on-pri-dataset-test.md?metric=DSC>): Higher is better; unit: PERCENT.

- [MCC](<https://www.sota2.com/research/sota/pelvic-radiation-injury-segmentation-on-pri-dataset-test.md?metric=MCC>): Higher is better; unit: PERCENT.

- [ACC](<https://www.sota2.com/research/sota/pelvic-radiation-injury-segmentation-on-pri-dataset-test.md?metric=ACC>): Higher is better; unit: PERCENT.

- [HD](<https://www.sota2.com/research/sota/pelvic-radiation-injury-segmentation-on-pri-dataset-test.md?metric=HD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| PDC-Net | 49.12 | Not recorded | 68fa798d1e209131cea7e2c7 |
| EMCAD | 46.3 | Not recorded | 68fa798d1e209131cea7e2c7 |
| UNETR++ | 45.71 | Not recorded | 68fa798d1e209131cea7e2c7 |
| H2Former | 45.59 | Not recorded | 68fa798d1e209131cea7e2c7 |
| TransUNet | 41.64 | Not recorded | 68fa798d1e209131cea7e2c7 |
| U-Net | 39.97 | Not recorded | 68fa798d1e209131cea7e2c7 |
| UNet++ | 39.16 | Not recorded | 68fa798d1e209131cea7e2c7 |

### PDC-Net

DSC: 49.12. Result ID: 698b535a8d67a41d0a6d1d43.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798d1e209131cea7e2c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa798d1e209131cea7e2c7.md>)

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

### EMCAD

DSC: 46.3. Result ID: 698b535a8d67a41d0a6d1d42.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798d1e209131cea7e2c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Implementation](<https://github.com/SLDGroup/EMCAD>)

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

### UNETR++

DSC: 45.71. Result ID: 698b535a8d67a41d0a6d1d41.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798d1e209131cea7e2c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73191e209131cea5a8c7.md>)

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

### H2Former

DSC: 45.59. Result ID: 698b535a8d67a41d0a6d1d40.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798d1e209131cea7e2c7.md>)

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

### TransUNet

DSC: 41.64. Result ID: 698b535a8d67a41d0a6d1d3f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798d1e209131cea7e2c7.md>)

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

### U-Net

DSC: 39.97. Result ID: 698b535a8d67a41d0a6d1d3d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798d1e209131cea7e2c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61e11e209131ce9f653d.md>)

[Implementation](<http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net>)

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

### UNet++

DSC: 39.16. Result ID: 698b535a8d67a41d0a6d1d3e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa798d1e209131cea7e2c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67001e209131cea13aa4.md>)

[Implementation](<https://github.com/MrGiovanni/UNetPlusPlus>)

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

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