# Object Part Segmentation on ADE20K Street 111 part classes (test)

Source: [Object Part Segmentation on ADE20K Street 111 part classes (test)](<https://www.sota2.com/research/sota/object-part-segmentation-on-ade20k-street-111-part-classes-test>)

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

Data updated: 2026-02-26T06:10:16.289Z

Evaluation of Object Part Segmentation performance on the test split of the ADE20K dataset, specifically focusing on the 111 street-related part classes, measured using 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 | Object Part Segmentation |
| Dataset (including any stated split) | ADE20K Street 111 part classes (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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/object-part-segmentation-on-ade20k-street-111-part-classes-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| Leopart CC | 10 | Not recorded | 68fa6cda1e209131cea36471 |
| Leopart IN | 9.3 | Not recorded | 68fa6cda1e209131cea36471 |
| Leopart CC | 7.6 | Not recorded | 68fa6cda1e209131cea36471 |
| Sup. ViT | 7.2 | Not recorded | 68fa6cda1e209131cea36471 |
| DINO | 7 | Not recorded | 68fa6cda1e209131cea36471 |
| Leopart IN | 6.9 | Not recorded | 68fa6cda1e209131cea36471 |
| DINO | 5.7 | Not recorded | 68fa6cda1e209131cea36471 |
| Sup. ViT | 5.4 | Not recorded | 68fa6cda1e209131cea36471 |
| Random ViT | 2 | Not recorded | 68fa6cda1e209131cea36471 |
| Random ViT | 1.5 | Not recorded | 68fa6cda1e209131cea36471 |

### Leopart CC

mIoU: 10. Result ID: 698f45733a6c314849f79b20.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Implementation](<https://github.com/MkuuWaUjinga/leopart>)

Recorded evaluation configuration: {"K":1000}. This record does not assert independent reproduction.

### Leopart IN

mIoU: 9.3. Result ID: 698f45733a6c314849f79b1e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Implementation](<https://github.com/MkuuWaUjinga/leopart>)

Recorded evaluation configuration: {"K":1000}. This record does not assert independent reproduction.

### Leopart CC

mIoU: 7.6. Result ID: 698f45733a6c314849f79b1f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Implementation](<https://github.com/MkuuWaUjinga/leopart>)

Recorded evaluation configuration: {"K":500}. This record does not assert independent reproduction.

### Sup. ViT

mIoU: 7.2. Result ID: 698f45733a6c314849f79b1a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

Recorded evaluation configuration: {"K":1000}. This record does not assert independent reproduction.

### DINO

mIoU: 7. Result ID: 698f45733a6c314849f79b1c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a071e209131cea2594c.md>)

[Implementation](<https://github.com/facebookresearch/dino>)

Recorded evaluation configuration: {"K":1000}. This record does not assert independent reproduction.

### Leopart IN

mIoU: 6.9. Result ID: 698f45733a6c314849f79b1d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Implementation](<https://github.com/MkuuWaUjinga/leopart>)

Recorded evaluation configuration: {"K":500}. This record does not assert independent reproduction.

### DINO

mIoU: 5.7. Result ID: 698f45733a6c314849f79b1b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a071e209131cea2594c.md>)

[Implementation](<https://github.com/facebookresearch/dino>)

Recorded evaluation configuration: {"K":500}. This record does not assert independent reproduction.

### Sup. ViT

mIoU: 5.4. Result ID: 698f45733a6c314849f79b19.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

Recorded evaluation configuration: {"K":500}. This record does not assert independent reproduction.

### Random ViT

mIoU: 2. Result ID: 698f45733a6c314849f79b18.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

Recorded evaluation configuration: {"K":1000}. This record does not assert independent reproduction.

### Random ViT

mIoU: 1.5. Result ID: 698f45733a6c314849f79b17.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36471.md>)

Recorded evaluation configuration: {"K":500}. This record does not assert independent reproduction.

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