# 3D Human Pose and Shape Estimation on 3DOH50K

Source: [3D Human Pose and Shape Estimation on 3DOH50K](<https://www.sota2.com/research/sota/3d-human-pose-and-shape-estimation-on-3doh50k>)

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

Data updated: 2026-02-26T05:50:14.447Z

Evaluation of 3D Human Pose and Shape Estimation performance on the 3DOH50K dataset, reporting metrics like 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) | 3DOH50K |
| 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-3doh50k.md?metric=MPJPE-PA>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MPJPE-PA | Result date | Report paper |
| --- | --- | --- | --- |
| ROMP | 43.9 | Not recorded | 68fa6bf41e209131cea312dc |
| OOH | 58.5 | Not recorded | 68fa6bf41e209131cea312dc |
| LASOR | 72.5 | Not recorded | 68fa6bf41e209131cea312dc |
| STRAPS | 73.5 | Not recorded | 68fa6bf41e209131cea312dc |
| SPIN | 73.6 | Not recorded | 68fa6bf41e209131cea312dc |
| HMR | 92.9 | Not recorded | 68fa6bf41e209131cea312dc |

### ROMP

MPJPE-PA: 43.9. Result ID: 698eadcdffc3901de09fb9e4.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ad21e209131cea2a916.md>)

[Implementation](<https://github.com/Arthur151/ROMP>)

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

### OOH

MPJPE-PA: 58.5. Result ID: 698eadcdffc3901de09fb9e5.

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

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

### LASOR

MPJPE-PA: 72.5. Result ID: 698eadcdffc3901de09fb9e1.

[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.

### STRAPS

MPJPE-PA: 73.5. Result ID: 698eadcdffc3901de09fb9e0.

[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.

### SPIN

MPJPE-PA: 73.6. Result ID: 698eadcdffc3901de09fb9e3.

[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.

### HMR

MPJPE-PA: 92.9. Result ID: 698eadcdffc3901de09fb9e2.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa647e1e209131cea04d88.md>)

[Implementation](<https://akanazawa.github.io/hmr/>)

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

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