# Pedestrian Pose Estimation on MS-COCO 20% Occlusion (test)

Source: [Pedestrian Pose Estimation on MS-COCO 20% Occlusion (test)](<https://www.sota2.com/research/sota/pedestrian-pose-estimation-on-ms-coco-20-percent-occlusion-test>)

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

Data updated: 2026-02-26T05:22:44.665Z

Evaluation of Pedestrian Pose Estimation performance specifically on the 20% Occlusion subset of the MS-COCO test set, reporting standard 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 | Pedestrian Pose Estimation |
| Dataset (including any stated split) | MS-COCO 20% Occlusion (test) |
| 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/pedestrian-pose-estimation-on-ms-coco-20-percent-occlusion-test.md?metric=AP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP | Result date | Report paper |
| --- | --- | --- | --- |
| Deep Multi-Task Network | 92 | Not recorded | 68fa6d351e209131cea38716 |
| Das et al. | 90.3 | Not recorded | 68fa6d351e209131cea38716 |
| ClueNet | 88.06 | Not recorded | 68fa6d351e209131cea38716 |

### Deep Multi-Task Network

AP: 92. Result ID: 698f988a3a6c314849fa64ad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea38716.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea38716.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Das et al.

AP: 90.3. Result ID: 698f988a3a6c314849fa64ac.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea38716.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ClueNet

AP: 88.06. Result ID: 698f988a3a6c314849fa64ab.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d351e209131cea38716.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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