# 3D Human Pose and Shape Estimation on 3DPW Crowd

Source: [3D Human Pose and Shape Estimation on 3DPW Crowd](<https://www.sota2.com/research/sota/3d-human-pose-and-shape-estimation-on-3dpw-crowd>)

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

Data updated: 2026-02-26T05:50:14.430Z

Evaluation of 3D human pose and shape estimation performance using the 3DPW Crowd dataset, reporting metrics such as MPJPE-PA.

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 Human Pose and Shape Estimation |
| Dataset (including any stated split) | 3DPW Crowd |
| Metric | MPJPE-PA |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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-PA](<https://www.sota2.com/research/sota/3d-human-pose-and-shape-estimation-on-3dpw-crowd.md?metric=MPJPE-PA>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MPJPE-PA | Result date | Report paper |
| --- | --- | --- | --- |
| 3DCrowdNet | 56.8 | Not recorded | 68fa6bf41e209131cea312dc |
| LASOR | 67.6 | Not recorded | 68fa6bf41e209131cea312dc |
| SPIN | 69.9 | Not recorded | 68fa6bf41e209131cea312dc |
| STRAPS | 70.5 | Not recorded | 68fa6bf41e209131cea312dc |
| I2L-MeshNet | 73.5 | Not recorded | 68fa6bf41e209131cea312dc |
| Pose2Mesh | 79.8 | Not recorded | 68fa6bf41e209131cea312dc |

### 3DCrowdNet

MPJPE-PA: 56.8. Result ID: 698eadcdffc3901de09fb9df.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf41e209131cea312dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d711e209131cea39ee0.md>)

[Implementation](<https://github.com/hongsukchoi/3DCrowdNet_RELEASE>)

Recorded evaluation configuration: {"Paired ground-truth 3D labels and images during training":true}. This record does not assert independent reproduction.

### LASOR

MPJPE-PA: 67.6. Result ID: 698eadcdffc3901de09fb9dc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf41e209131cea312dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf41e209131cea312dc.md>)

[Implementation](<https://igame-lab.github.io/LASOR/>)

Recorded evaluation configuration: {"Paired ground-truth 3D labels and images during training":false}. This record does not assert independent reproduction.

### SPIN

MPJPE-PA: 69.9. Result ID: 698eadcdffc3901de09fb9dd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf41e209131cea312dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa667a1e209131cea106f3.md>)

[Implementation](<https://seas.upenn.edu/~nkolot/projects/spin>)

Recorded evaluation configuration: {"Paired ground-truth 3D labels and images during training":true}. This record does not assert independent reproduction.

### STRAPS

MPJPE-PA: 70.5. Result ID: 698eadcdffc3901de09fb9da.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf41e209131cea312dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68671e209131cea1bde6.md>)

Recorded evaluation configuration: {"Paired ground-truth 3D labels and images during training":false}. This record does not assert independent reproduction.

### I2L-MeshNet

MPJPE-PA: 73.5. Result ID: 698eadcdffc3901de09fb9de.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf41e209131cea312dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a81e209131cea1d84a.md>)

[Implementation](<https://github.com/mks0601/I2L-MeshNet_RELEASE>)

Recorded evaluation configuration: {"Paired ground-truth 3D labels and images during training":true}. This record does not assert independent reproduction.

### Pose2Mesh

MPJPE-PA: 79.8. Result ID: 698eadcdffc3901de09fb9db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf41e209131cea312dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d51e209131cea24772.md>)

[Implementation](<https://github.com/hongsukchoi/Pose2Mesh_RELEASE>)

Recorded evaluation configuration: {"Paired ground-truth 3D labels and images during training":false}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.