# Semantic Segmentation on ADE20K 1/16 (1263)

Source: [Semantic Segmentation on ADE20K 1/16 (1263)](<https://www.sota2.com/research/sota/semantic-segmentation-on-ade20k-1-16-1263>)

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

Data updated: 2026-07-07T08:12:33.846Z

Evaluation of Semantic Segmentation performance on the specific ADE20K configuration identified as 1/16 (1263), typically measured using Mean Intersection over Union (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 1/16 (1263) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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-1-16-1263.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| UniMatch V2 (published) | 46.7 | Not recorded | 6a4c87e185dba69fef8b238e |
| UniMatch V2 (published) | 40.7 | Not recorded | 6a4c87e185dba69fef8b238e |
| SemiVL | 37.2 | Not recorded | 6a4c87e185dba69fef8b238e |
| UniMatch | 34.4 | Not recorded | 6a4c87e185dba69fef8b238e |
| UniMatch | 31.5 | Not recorded | 6a4c87e185dba69fef8b238e |

### UniMatch V2 (published)

mIoU: 46.7. Result ID: 6a4cb4d760b88bb339c84199.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c87e185dba69fef8b238e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76901e209131cea6dbbe.md>)

[Implementation](<https://github.com/LiheYoung/UniMatch-V2>)

Recorded evaluation configuration: {"Encoder":"DINOv2-B"}. This record does not assert independent reproduction.

### UniMatch V2 (published)

mIoU: 40.7. Result ID: 6a4cb4d760b88bb339c84198.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c87e185dba69fef8b238e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76901e209131cea6dbbe.md>)

[Implementation](<https://github.com/LiheYoung/UniMatch-V2>)

Recorded evaluation configuration: {"Encoder":"DINOv2-S"}. This record does not assert independent reproduction.

### SemiVL

mIoU: 37.2. Result ID: 6a4cb4d760b88bb339c84197.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c87e185dba69fef8b238e.md>)

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

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

Recorded evaluation configuration: {"Encoder":"CLIP-B"}. This record does not assert independent reproduction.

### UniMatch

mIoU: 34.4. Result ID: 6a4cb4d760b88bb339c84196.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c87e185dba69fef8b238e.md>)

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

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

Recorded evaluation configuration: {"Encoder":"CLIP-B"}. This record does not assert independent reproduction.

### UniMatch

mIoU: 31.5. Result ID: 6a4cb4d760b88bb339c84195.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c87e185dba69fef8b238e.md>)

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

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

Recorded evaluation configuration: {"Encoder":"RN-101"}. This record does not assert independent reproduction.

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