# Semantic Segmentation on RUGD (val)

Source: [Semantic Segmentation on RUGD (val)](<https://www.sota2.com/research/sota/semantic-segmentation-on-rugd-val>)

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

Data updated: 2026-03-25T11:06:10.797Z

Evaluation of Semantic Segmentation performance on the validation split of the RUGD dataset.

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 | Semantic Segmentation |
| Dataset (including any stated split) | RUGD (val) |
| Metric | Total PA |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [Total PA](<https://www.sota2.com/research/sota/semantic-segmentation-on-rugd-val.md?metric=Total%20PA>): Higher is better; unit: PERCENT.

- [Mean PA](<https://www.sota2.com/research/sota/semantic-segmentation-on-rugd-val.md?metric=Mean%20PA>): Higher is better; unit: PERCENT.

- [mIoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-rugd-val.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Total PA | Result date | Report paper |
| --- | --- | --- | --- |
| OmniUnet | 92.58 | Not recorded | 68fa7a4f1e209131cea825d1 |

### OmniUnet

Total PA: 92.58. Result ID: 69c3c05d47f34ce924ad038b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a4f1e209131cea825d1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a4f1e209131cea825d1.md>)

Recorded evaluation configuration: {"Classes":"25","Training Images":"5948","Validation Images":"1487","Total Images":"7435"}. This record does not assert independent reproduction.

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