# 3D Human Reconstruction on MonoPerfCap Pablo sequence

Source: [3D Human Reconstruction on MonoPerfCap Pablo sequence](<https://www.sota2.com/research/sota/3d-human-reconstruction-on-monoperfcap-pablo-sequence>)

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

Data updated: 2026-02-26T05:21:14.562Z

Evaluation of 3D Human Reconstruction performance using the MonoPerfCap Pablo sequence dataset, reporting metrics such as 3D Chamfer distance.

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 Reconstruction |
| Dataset (including any stated split) | MonoPerfCap Pablo sequence |
| Metric | 3D Chamfer Distance (cm) |
| Unit | OTHER |
| 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

- [3D Chamfer Distance (cm)](<https://www.sota2.com/research/sota/3d-human-reconstruction-on-monoperfcap-pablo-sequence.md?metric=3D%20Chamfer%20Distance%20(cm)>): Lower is better; unit: OTHER.

## Recorded results

| Method | 3D Chamfer Distance (cm) | Result date | Report paper |
| --- | --- | --- | --- |
| MPCap | 14.6 | Not recorded | 68fa6f451e209131cea44ab3 |
| MCCap | 17.9 | Not recorded | 68fa6f451e209131cea44ab3 |
| RAC | 18.3 | Not recorded | 68fa6f451e209131cea44ab3 |
| PiFuHD | 26.5 | Not recorded | 68fa6f451e209131cea44ab3 |
| T2S | 27.7 | Not recorded | 68fa6f451e209131cea44ab3 |

### MPCap

3D Chamfer Distance (cm): 14.6. Result ID: 6990b2313a6c3148490288ad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f451e209131cea44ab3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64131e209131cea0293f.md>)

Recorded evaluation configuration: {"template":"pre-scanned personalized template"}. This record does not assert independent reproduction.

### MCCap

3D Chamfer Distance (cm): 17.9. Result ID: 6990b2313a6c3148490288ae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f451e209131cea44ab3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68c11e209131cea1e139.md>)

Recorded evaluation configuration: {"body model":"SMPL"}. This record does not assert independent reproduction.

### RAC

3D Chamfer Distance (cm): 18.3. Result ID: 6990b2313a6c3148490288b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f451e209131cea44ab3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f451e209131cea44ab3.md>)

[Implementation](<https://gengshan-y.github.io/rac-www/>)

Recorded evaluation configuration: {"shape prior":"none"}. This record does not assert independent reproduction.

### PiFuHD

3D Chamfer Distance (cm): 26.5. Result ID: 6990b2313a6c3148490288af.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f451e209131cea44ab3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67551e209131cea1598e.md>)

[Implementation](<https://shunsukesaito.github.io/PIFuHD/>)

Recorded evaluation configuration: {"input":"single-view"}. This record does not assert independent reproduction.

### T2S

3D Chamfer Distance (cm): 27.7. Result ID: 6990b2313a6c3148490288b0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f451e209131cea44ab3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66591e209131cea0fae6.md>)

Recorded evaluation configuration: {"input":"single-view"}. This record does not assert independent reproduction.

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