# Semantic Segmentation on GOOSE (val)

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

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

Data updated: 2026-06-23T12:14:19.140Z

Evaluation of Semantic Segmentation performance on the validation split of the GOOSE dataset, reporting the composite mIoU score.

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 (val) |
| Metric | Composite mIoU |
| 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

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

## Recorded results

| Method | Composite mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| DINOv3 ViT-H+ | 75.14 | Not recorded | 6a3a13b6206542251d7c7886 |
| SigLIP2-Giant | 72.9 | Not recorded | 6a3a13b6206542251d7c7886 |
| InternImage-H | 72.64 | Not recorded | 6a3a13b6206542251d7c7886 |

### DINOv3 ViT-H+

Composite mIoU: 75.14. Result ID: 6a3a7881fbc373592c389de8.

[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.

### SigLIP2-Giant

Composite mIoU: 72.9. Result ID: 6a3a7881fbc373592c389de9.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa770a1e209131cea70ad4.md>)

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

### InternImage-H

Composite mIoU: 72.64. Result ID: 6a3a7881fbc373592c389dea.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f131e209131cea43bc7.md>)

[Implementation](<https://github.com/OpenGVLab/InternImage>)

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

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