# Object Detection on ADE-150 (val)

Source: [Object Detection on ADE-150 (val)](<https://www.sota2.com/research/sota/object-detection-on-ade-150-val>)

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

Data updated: 2026-02-26T05:23:03.515Z

Evaluation of Object Detection performance on the validation split of the ADE-150 dataset configuration, typically measured using AP metrics.

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 Detection |
| Dataset (including any stated split) | ADE-150 (val) |
| Metric | AP (Box) |
| 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

- [AP (Box)](<https://www.sota2.com/research/sota/object-detection-on-ade-150-val.md?metric=AP%20(Box)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP (Box) | Result date | Report paper |
| --- | --- | --- | --- |
| APE (D) | 29.6 | Not recorded | 68fa71581e209131cea50b01 |
| APE (C) | 28.8 | Not recorded | 68fa71581e209131cea50b01 |
| APE (A) | 28.7 | Not recorded | 68fa71581e209131cea50b01 |
| APE (B) | 28.5 | Not recorded | 68fa71581e209131cea50b01 |
| OpenSeeD | 17.7 | Not recorded | 68fa71581e209131cea50b01 |

### APE (D)

AP (Box): 29.6. Result ID: 6991ab083a6c31484909c736.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71581e209131cea50b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71581e209131cea50b01.md>)

[Implementation](<https://github.com/shenyunhang/APE>)

Recorded evaluation configuration: {"Backbone":"ViT-L"}. This record does not assert independent reproduction.

### APE (C)

AP (Box): 28.8. Result ID: 6991ab083a6c31484909c735.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71581e209131cea50b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71581e209131cea50b01.md>)

[Implementation](<https://github.com/shenyunhang/APE>)

Recorded evaluation configuration: {"Backbone":"ViT-L"}. This record does not assert independent reproduction.

### APE (A)

AP (Box): 28.7. Result ID: 6991ab083a6c31484909c733.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71581e209131cea50b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71581e209131cea50b01.md>)

[Implementation](<https://github.com/shenyunhang/APE>)

Recorded evaluation configuration: {"Backbone":"ViT-L"}. This record does not assert independent reproduction.

### APE (B)

AP (Box): 28.5. Result ID: 6991ab083a6c31484909c734.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71581e209131cea50b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71581e209131cea50b01.md>)

[Implementation](<https://github.com/shenyunhang/APE>)

Recorded evaluation configuration: {"Backbone":"ViT-L"}. This record does not assert independent reproduction.

### OpenSeeD

AP (Box): 17.7. Result ID: 6991ab083a6c31484909c732.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71581e209131cea50b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ecf1e209131cea42550.md>)

[Implementation](<https://github.com/IDEA-Research/OpenSeeD>)

Recorded evaluation configuration: {"Backbone":"Swin-L"}. This record does not assert independent reproduction.

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