# Pelvic Radiation Injury Segmentation on PRI Dataset Negative class (test)

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

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

Data updated: 2026-02-26T05:40:29.970Z

Evaluation of segmentation performance on the negative class subset of the Pelvic Radiation Injury (PRI) dataset, 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 Negative 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-negative-class-test.md?metric=DSC%20(%25)>): Higher is better; unit: PERCENT.

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

- [Accuracy (%)](<https://www.sota2.com/research/sota/pelvic-radiation-injury-segmentation-on-pri-dataset-negative-class-test.md?metric=Accuracy%20(%25)>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | DSC (%) | Result date | Report paper |
| --- | --- | --- | --- |
| PDC-Net | 48.79 | Not recorded | 68fa798d1e209131cea7e2c7 |
| EMCAD | 46.27 | Not recorded | 68fa798d1e209131cea7e2c7 |
| UNETR++ | 45.83 | Not recorded | 68fa798d1e209131cea7e2c7 |
| H2Former | 45.55 | Not recorded | 68fa798d1e209131cea7e2c7 |
| U-Net | 44.61 | Not recorded | 68fa798d1e209131cea7e2c7 |
| UNet++ | 44.6 | Not recorded | 68fa798d1e209131cea7e2c7 |
| TransUNet | 41.46 | Not recorded | 68fa798d1e209131cea7e2c7 |

### PDC-Net

DSC (%): 48.79. Result ID: 698b535a8d67a41d0a6d1d3c.

[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 (%): 46.27. Result ID: 698b535a8d67a41d0a6d1d3b.

[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 (%): 45.83. Result ID: 698b535a8d67a41d0a6d1d3a.

[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 (%): 45.55. Result ID: 698b535a8d67a41d0a6d1d39.

[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 (%): 44.61. Result ID: 698b535a8d67a41d0a6d1d36.

[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 (%): 44.6. Result ID: 698b535a8d67a41d0a6d1d37.

[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.

### TransUNet

DSC (%): 41.46. Result ID: 698b535a8d67a41d0a6d1d38.

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

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

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