# Semantic Segmentation on ADE20K F (mIoU)

Source: [Semantic Segmentation on ADE20K F (mIoU)](<https://www.sota2.com/research/sota/semantic-segmentation-on-ade20k-f-miou>)

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

Data updated: 2026-06-02T09:08:40.388Z

Evaluation of Semantic Segmentation performance on the ADE20K F dataset, 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 F |
| 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-ade20k-f-miou.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| C-GSPN | 44.7 | Not recorded | 6a1e6386dbd7150506f85175 |
| GSPN | 44.3 | Not recorded | 6a1e6386dbd7150506f85175 |
| ViT-Distill | 43.2 | Not recorded | 6a1e6386dbd7150506f85175 |
| OpenCLIP SO/14 | 42.8 | Not recorded | 6a1e6386dbd7150506f85175 |

### C-GSPN

mIoU: 44.7. Result ID: 6a1e9d88fbc373592c18f8f2.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6386dbd7150506f85175.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6386dbd7150506f85175.md>)

Recorded evaluation configuration: {"Params.":"365M","Res.":"378","Patches":"729"}. This record does not assert independent reproduction.

### GSPN

mIoU: 44.3. Result ID: 6a1e9d88fbc373592c18f8f1.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6386dbd7150506f85175.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6386dbd7150506f85175.md>)

Recorded evaluation configuration: {"Params.":"477M","Res.":"378","Patches":"729"}. This record does not assert independent reproduction.

### ViT-Distill

mIoU: 43.2. Result ID: 6a1e9d88fbc373592c18f8f0.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6386dbd7150506f85175.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d551e209131cea39390.md>)

Recorded evaluation configuration: {"Params.":"427M","Res.":"378","Patches":"729"}. This record does not assert independent reproduction.

### OpenCLIP SO/14

mIoU: 42.8. Result ID: 6a1e9d88fbc373592c18f8ef.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6386dbd7150506f85175.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70ae1e209131cea4c7a4.md>)

Recorded evaluation configuration: {"Params.":"427M","Res.":"378","Patches":"729"}. This record does not assert independent reproduction.

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