# Dense human correspondences on SMPL (Intra-Subject)

Source: [Dense human correspondences on SMPL (Intra-Subject)](<https://www.sota2.com/research/sota/dense-human-correspondences-on-smpl-intra-subject>)

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

Data updated: 2026-02-26T05:53:40.023Z

Evaluation of Dense Human Correspondence performance on the SMPL (Intra-Subject) dataset.

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 | Dense human correspondences |
| Dataset (including any stated split) | SMPL (Intra-Subject) |
| Metric | Non-Correspondence Metric |
| 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

- [Non-Correspondence Metric](<https://www.sota2.com/research/sota/dense-human-correspondences-on-smpl-intra-subject.md?metric=Non-Correspondence%20Metric>): Lower is better; unit: SCALAR.

- [Overall Correspondence Metric](<https://www.sota2.com/research/sota/dense-human-correspondences-on-smpl-intra-subject.md?metric=Overall%20Correspondence%20Metric>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Non-Correspondence Metric | Result date | Report paper |
| --- | --- | --- | --- |
| RAFT + GPS | 2.13 | Not recorded | 68fa69a11e209131cea23395 |
| PWC-Net + GPS | 2.73 | Not recorded | 68fa69a11e209131cea23395 |
| RAFT\* | 3.24 | Not recorded | 68fa69a11e209131cea23395 |
| RAFT | 3.62 | Not recorded | 68fa69a11e209131cea23395 |
| PWC-Net\* | 3.89 | Not recorded | 68fa69a11e209131cea23395 |
| PWC-Net | 4.51 | Not recorded | 68fa69a11e209131cea23395 |

### RAFT + GPS

Non-Correspondence Metric: 2.13. Result ID: 698dcc098b517eb43323cad6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea23395.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea23395.md>)

[Implementation](<https://feitongt.github.io/HumanGPS/>)

Recorded evaluation configuration: {"GPS features":true}. This record does not assert independent reproduction.

### PWC-Net + GPS

Non-Correspondence Metric: 2.73. Result ID: 698dcc098b517eb43323cad3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea23395.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea23395.md>)

[Implementation](<https://feitongt.github.io/HumanGPS/>)

Recorded evaluation configuration: {"GPS features":true}. This record does not assert independent reproduction.

### RAFT\*

Non-Correspondence Metric: 3.24. Result ID: 698dcc098b517eb43323cad5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea23395.md>)

Recorded evaluation configuration: {"extra feature extractor":"without GPS loss"}. This record does not assert independent reproduction.

### RAFT

Non-Correspondence Metric: 3.62. Result ID: 698dcc098b517eb43323cad4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea23395.md>)

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

### PWC-Net\*

Non-Correspondence Metric: 3.89. Result ID: 698dcc098b517eb43323cad2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea23395.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64801e209131cea04e2f.md>)

Recorded evaluation configuration: {"extra feature extractor":"without GPS loss"}. This record does not assert independent reproduction.

### PWC-Net

Non-Correspondence Metric: 4.51. Result ID: 698dcc098b517eb43323cad1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea23395.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64801e209131cea04e2f.md>)

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

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