# Semantic Segmentation on ADE20K 158 labels (1/128)

Source: [Semantic Segmentation on ADE20K 158 labels (1/128)](<https://www.sota2.com/research/sota/semantic-segmentation-on-ade20k-158-labels-1-128>)

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

Data updated: 2026-02-26T06:10:22.833Z

Evaluation of Semantic Segmentation performance on the specific 158-label subset (1/128 configuration) of the ADE20K dataset, measured by 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) | ADE20K 158 labels (1/128) |
| Metric | 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

- [mIoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-ade20k-158-labels-1-128.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| SemiVL | 28.1 | Not recorded | 68fa71451e209131cea504a8 |
| UniMatch | 18.4 | Not recorded | 68fa71451e209131cea504a8 |
| UniMatch | 15.6 | Not recorded | 68fa71451e209131cea504a8 |

### SemiVL

mIoU: 28.1. Result ID: 6991a4dc3a6c314849099a9b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71451e209131cea504a8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71451e209131cea504a8.md>)

[Implementation](<https://github.com/google-research/semivl>)

Recorded evaluation configuration: {"Net":"ViT-B/16"}. This record does not assert independent reproduction.

### UniMatch

mIoU: 18.4. Result ID: 6991a4dc3a6c314849099a9a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71451e209131cea504a8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee71e209131cea42c98.md>)

[Implementation](<https://github.com/LiheYoung/UniMatch>)

Recorded evaluation configuration: {"Net":"ViT-B/16","Note":"re-produced"}. This record does not assert independent reproduction.

### UniMatch

mIoU: 15.6. Result ID: 6991a4dc3a6c314849099a99.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71451e209131cea504a8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee71e209131cea42c98.md>)

[Implementation](<https://github.com/LiheYoung/UniMatch>)

Recorded evaluation configuration: {"Net":"R101"}. This record does not assert independent reproduction.

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