# 3D Human Pose and Shape Estimation on SSP-3D

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

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

Data updated: 2026-02-26T05:57:13.926Z

Evaluation of 3D human pose and shape estimation performance on the SSP-3D dataset, reporting metrics such as PVE-T-SC and mIOU.

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) | SSP-3D |
| Metric | PVE-T-SC |
| 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

- [PVE-T-SC](<https://www.sota2.com/research/sota/3d-human-pose-and-shape-estimation-on-ssp-3d.md?metric=PVE-T-SC>): Lower is better; unit: SCALAR.

- [mIoU](<https://www.sota2.com/research/sota/3d-human-pose-and-shape-estimation-on-ssp-3d.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PVE-T-SC | Result date | Report paper |
| --- | --- | --- | --- |
| LASOR | 14.5 | Not recorded | 68fa6bf41e209131cea312dc |
| STRAPS | 15.9 | Not recorded | 68fa6bf41e209131cea312dc |
| HMR (unpaired) | 20.8 | Not recorded | 68fa6bf41e209131cea312dc |
| SPIN | 22.2 | Not recorded | 68fa6bf41e209131cea312dc |
| HMR | 22.9 | Not recorded | 68fa6bf41e209131cea312dc |

### LASOR

PVE-T-SC: 14.5. Result ID: 698eadcdffc3901de09fb9e8.

[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

PVE-T-SC: 15.9. Result ID: 698eadcdffc3901de09fb9e6.

[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.

### HMR (unpaired)

PVE-T-SC: 20.8. Result ID: 698eadcdffc3901de09fb9e7.

[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":false}. This record does not assert independent reproduction.

### SPIN

PVE-T-SC: 22.2. Result ID: 698eadcdffc3901de09fb9ea.

[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

PVE-T-SC: 22.9. Result ID: 698eadcdffc3901de09fb9e9.

[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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