# Body Pose Estimation on COCO-OOD Corruption (Body)

Source: [Body Pose Estimation on COCO-OOD Corruption (Body)](<https://www.sota2.com/research/sota/body-pose-estimation-on-coco-ood-corruption-body>)

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

Data updated: 2026-03-16T09:29:20.474Z

Evaluation of Body Pose Estimation performance on the specific 'Body' subset of the COCO-OOD Corruption dataset, reporting AP and AR 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 | Body Pose Estimation |
| Dataset (including any stated split) | COCO-OOD Corruption (Body) |
| Metric | AP |
| 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

- [AP](<https://www.sota2.com/research/sota/body-pose-estimation-on-coco-ood-corruption-body.md?metric=AP>): Higher is better; unit: PERCENT.

- [AR](<https://www.sota2.com/research/sota/body-pose-estimation-on-coco-ood-corruption-body.md?metric=AR>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP | Result date | Report paper |
| --- | --- | --- | --- |
| Sapiens-2B | 70.3 | Not recorded | 68fa7baf1e209131cea89da7 |
| SDPose | 70.1 | Not recorded | 68fa7baf1e209131cea89da7 |
| Sapiens-1B | 68.6 | Not recorded | 68fa7baf1e209131cea89da7 |

### Sapiens-2B

AP: 70.3. Result ID: 69b7cd4f47f34ce9249fcb27.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7baf1e209131cea89da7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74a51e209131cea62e97.md>)

[Implementation](<https://about.meta.com/realitylabs/codecavatars/sapiens>)

Recorded evaluation configuration: {"Model Variant":"Body","Pre-trained Backbone":"Sapiens ViT","Params":"2.163B"}. This record does not assert independent reproduction.

### SDPose

AP: 70.1. Result ID: 69b7cd4f47f34ce9249fcb28.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7baf1e209131cea89da7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7baf1e209131cea89da7.md>)

Recorded evaluation configuration: {"Model Variant":"Body","Pre-trained Backbone":"Stable Diffusion-v2","Params":"0.98B"}. This record does not assert independent reproduction.

### Sapiens-1B

AP: 68.6. Result ID: 69b7cd4f47f34ce9249fcb26.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7baf1e209131cea89da7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74a51e209131cea62e97.md>)

[Implementation](<https://about.meta.com/realitylabs/codecavatars/sapiens>)

Recorded evaluation configuration: {"Model Variant":"Body","Pre-trained Backbone":"Sapiens ViT","Params":"1.169B"}. This record does not assert independent reproduction.

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