# 2D Dense Correspondence on DensePose-COCO (test)

Source: [2D Dense Correspondence on DensePose-COCO (test)](<https://www.sota2.com/research/sota/2d-dense-correspondence-on-densepose-coco-test>)

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

Data updated: 2026-02-26T05:34:03.393Z

Evaluation of 2D Dense Correspondence accuracy on the test split of the DensePose-COCO dataset, reporting pixel error thresholds (5px, 10px, 20px).

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 | 2D Dense Correspondence |
| Dataset (including any stated split) | DensePose-COCO (test) |
| Metric | Accuracy (5px) |
| 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

- [Accuracy (5px)](<https://www.sota2.com/research/sota/2d-dense-correspondence-on-densepose-coco-test.md?metric=Accuracy%20(5px)>): Higher is better; unit: PERCENT.

- [Accuracy (10px)](<https://www.sota2.com/research/sota/2d-dense-correspondence-on-densepose-coco-test.md?metric=Accuracy%20(10px)>): Higher is better; unit: PERCENT.

- [Accuracy (20px)](<https://www.sota2.com/research/sota/2d-dense-correspondence-on-densepose-coco-test.md?metric=Accuracy%20(20px)>): Higher is better; unit: PERCENT.

- [AP^p (50)](<https://www.sota2.com/research/sota/2d-dense-correspondence-on-densepose-coco-test.md?metric=AP%5Ep%20(50)>): Higher is better; unit: PERCENT.

- [AP^p (Volumetric)](<https://www.sota2.com/research/sota/2d-dense-correspondence-on-densepose-coco-test.md?metric=AP%5Ep%20(Volumetric)>): Higher is better; unit: PERCENT.

- [PCP (50)](<https://www.sota2.com/research/sota/2d-dense-correspondence-on-densepose-coco-test.md?metric=PCP%20(50)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (5px) | Result date | Report paper |
| --- | --- | --- | --- |
| BodyMap | 65.34 | Not recorded | 68fa6c9d1e209131cea34edc |
| BodyMap | 61.18 | Not recorded | 68fa6c9d1e209131cea34edc |
| CSE | 58.1 | Not recorded | 68fa6c9d1e209131cea34edc |
| DensePose | 49.23 | Not recorded | 68fa6c9d1e209131cea34edc |

### BodyMap

Accuracy (5px): 65.34. Result ID: 698f26803a6c314849f63adf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c9d1e209131cea34edc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c9d1e209131cea34edc.md>)

[Implementation](<https://nsarafianos.github.io/bodymap>)

Recorded evaluation configuration: {"Input":"RGB + CSE"}. This record does not assert independent reproduction.

### BodyMap

Accuracy (5px): 61.18. Result ID: 698f26803a6c314849f63ade.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c9d1e209131cea34edc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c9d1e209131cea34edc.md>)

[Implementation](<https://nsarafianos.github.io/bodymap>)

Recorded evaluation configuration: {"Input":"RGB-only"}. This record does not assert independent reproduction.

### CSE

Accuracy (5px): 58.1. Result ID: 698f26803a6c314849f63add.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c9d1e209131cea34edc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d71e209131cea1e8de.md>)

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

### DensePose

Accuracy (5px): 49.23. Result ID: 698f26803a6c314849f63adc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c9d1e209131cea34edc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa640a1e209131cea023cf.md>)

[Implementation](<http://densepose.org/>)

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

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