# 3D Whole-body Reconstruction on 3DPW

Source: [3D Whole-body Reconstruction on 3DPW](<https://www.sota2.com/research/sota/3d-whole-body-reconstruction-on-3dpw>)

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

Data updated: 2026-02-26T05:50:12.573Z

Evaluation of 3D Whole-body Reconstruction performance on the 3DPW dataset, typically measured using metrics like MPJPE (Body) and PA-MPJPE (Body).

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 | 3D Whole-body Reconstruction |
| Dataset (including any stated split) | 3DPW |
| Metric | MPJPE (Body) |
| Unit | SCALAR |
| Direction | Lower 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

- [MPJPE (Body)](<https://www.sota2.com/research/sota/3d-whole-body-reconstruction-on-3dpw.md?metric=MPJPE%20(Body)>): Lower is better; unit: SCALAR.

- [PA-MPJPE (Body)](<https://www.sota2.com/research/sota/3d-whole-body-reconstruction-on-3dpw.md?metric=PA-MPJPE%20(Body)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MPJPE (Body) | Result date | Report paper |
| --- | --- | --- | --- |
| OSX | 74.7 | Not recorded | 68fa6ee11e209131cea42988 |
| Hand4Whole | 86.6 | Not recorded | 68fa6ee11e209131cea42988 |
| PIXIE | 91 | Not recorded | 68fa6ee11e209131cea42988 |
| ExPose | 93.4 | Not recorded | 68fa6ee11e209131cea42988 |
| FrankMocap | 96.7 | Not recorded | 68fa6ee11e209131cea42988 |

### OSX

MPJPE (Body): 74.7. Result ID: 699066543a6c31484900491c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee11e209131cea42988.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee11e209131cea42988.md>)

[Implementation](<https://osx-ubody.github.io/>)

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

### Hand4Whole

MPJPE (Body): 86.6. Result ID: 699066543a6c31484900491b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee11e209131cea42988.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c5d1e209131cea339c4.md>)

[Implementation](<https://github.com/mks0601/Hand4Whole_RELEASE>)

Recorded evaluation configuration: {"additional training datasets":"hand-only and face-only"}. This record does not assert independent reproduction.

### PIXIE

MPJPE (Body): 91. Result ID: 699066543a6c31484900491a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee11e209131cea42988.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b121e209131cea2bf48.md>)

[Implementation](<http://pixie.is.tue.mpg.de/>)

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

### ExPose

MPJPE (Body): 93.4. Result ID: 699066543a6c314849004918.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee11e209131cea42988.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68311e209131cea1aa8a.md>)

[Implementation](<https://expose.is.tue.mpg.de/>)

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

### FrankMocap

MPJPE (Body): 96.7. Result ID: 699066543a6c314849004919.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee11e209131cea42988.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a981e209131cea29378.md>)

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

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

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