# Semantic Segmentation on GOOSE (test)

Source: [Semantic Segmentation on GOOSE (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-goose-test>)

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

Data updated: 2026-06-23T12:14:19.159Z

Evaluation of Semantic Segmentation performance on the test split of the GOOSE 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) | GOOSE (test) |
| Metric | mIoU (component) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [mIoU (component)](<https://www.sota2.com/research/sota/semantic-segmentation-on-goose-test.md?metric=mIoU%20(component)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU (component) | Result date | Report paper |
| --- | --- | --- | --- |
| Ensemble, per-class fusion (final) | 75.4 | Not recorded | 6a3a13b6206542251d7c7886 |
| DINOv3 ViT-H+ | 75.12 | Not recorded | 6a3a13b6206542251d7c7886 |
| Official baseline | 29.22 | Not recorded | 6a3a13b6206542251d7c7886 |

### Ensemble, per-class fusion (final)

mIoU (component): 75.4. Result ID: 6a3a7881fbc373592c389dec.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a13b6206542251d7c7886.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a3a13b6206542251d7c7886.md>)

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

### DINOv3 ViT-H+

mIoU (component): 75.12. Result ID: 6a3a7881fbc373592c389deb.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a13b6206542251d7c7886.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a931e209131cea83fc5.md>)

Recorded evaluation configuration: {"configuration":"best single"}. This record does not assert independent reproduction.

### Official baseline

mIoU (component): 29.22. Result ID: 6a3a7881fbc373592c389ded.

[Reporting paper](<https://www.sota2.com/research/paper/6a3a13b6206542251d7c7886.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b1f1e209131cea86ab7.md>)

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

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