# Semantic Segmentation on RW-10

Source: [Semantic Segmentation on RW-10](<https://www.sota2.com/research/sota/semantic-segmentation-on-rw-10>)

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

Data updated: 2026-02-26T06:10:49.756Z

Evaluation of Semantic Segmentation performance on the RW-10 dataset, measured using Mean IoU (mIoU).

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) | RW-10 |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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](<https://www.sota2.com/research/sota/semantic-segmentation-on-rw-10.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| S2-Corr | 44.8 | Not recorded | 699d30666017c4460ffab254 |
| Cat-Seg | 44.2 | Not recorded | 699d30666017c4460ffab254 |
| MaskAdapter | 41 | Not recorded | 699d30666017c4460ffab254 |
| MAFT+ | 40.1 | Not recorded | 699d30666017c4460ffab254 |

### S2-Corr

mIoU: 44.8. Result ID: 699e2da55698665ec4e90011.

[Reporting paper](<https://www.sota2.com/research/paper/699d30666017c4460ffab254.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699d30666017c4460ffab254.md>)

Recorded evaluation configuration: {"Type":"OVDG","Pretrain":"EVA02-L","Training Data":"GTA-19"}. This record does not assert independent reproduction.

### Cat-Seg

mIoU: 44.2. Result ID: 699e2da55698665ec4e90010.

[Reporting paper](<https://www.sota2.com/research/paper/699d30666017c4460ffab254.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b11e209131cea57ef4.md>)

[Implementation](<https://ku-cvlab.github.io/CAT-Seg/>)

Recorded evaluation configuration: {"Type":"OVSS","Pretrain":"EVA02-L","Training Data":"GTA-19"}. This record does not assert independent reproduction.

### MaskAdapter

mIoU: 41. Result ID: 699e2da55698665ec4e9000e.

[Reporting paper](<https://www.sota2.com/research/paper/699d30666017c4460ffab254.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa775d1e209131cea72baf.md>)

[Implementation](<https://github.com/hustvl/MaskAdapter>)

Recorded evaluation configuration: {"Type":"OVSS","Pretrain":"EVA02-L","Training Data":"GTA-19"}. This record does not assert independent reproduction.

### MAFT+

mIoU: 40.1. Result ID: 699e2da55698665ec4e9000f.

[Reporting paper](<https://www.sota2.com/research/paper/699d30666017c4460ffab254.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75fb1e209131cea6ac41.md>)

Recorded evaluation configuration: {"Type":"OVSS","Pretrain":"EVA02-L","Training Data":"GTA-19"}. This record does not assert independent reproduction.

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