# Dense Correspondence Search on SMPL Intra-Subject (test)

Source: [Dense Correspondence Search on SMPL Intra-Subject (test)](<https://www.sota2.com/research/sota/dense-correspondence-search-on-smpl-intra-subject-test>)

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

Data updated: 2026-02-26T05:41:49.157Z

Evaluation of Dense Correspondence Search performance on the test split of the SMPL Intra-Subject dataset, reporting Endpoint Projection Error (EPE) for both occluded and non-occluded correspondences.

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 Correspondence Search |
| Dataset (including any stated split) | SMPL Intra-Subject (test) |
| Metric | EPE (non-occluded) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 8 of 8 |
| 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

- [EPE (non-occluded)](<https://www.sota2.com/research/sota/dense-correspondence-search-on-smpl-intra-subject-test.md?metric=EPE%20(non-occluded)>): Lower is better; unit: SCALAR.

- [EPE (all)](<https://www.sota2.com/research/sota/dense-correspondence-search-on-smpl-intra-subject-test.md?metric=EPE%20(all)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | EPE (non-occluded) | Result date | Report paper |
| --- | --- | --- | --- |
| HumanGPS | 7.12 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 7.32 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 7.5 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 8.17 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 9.14 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 9.73 | Not recorded | 68fa69a11e209131cea23395 |
| SDC-Net | 16.96 | Not recorded | 68fa69a11e209131cea23395 |
| Wei et al. | 18.08 | Not recorded | 68fa69a11e209131cea23395 |

### HumanGPS

EPE (non-occluded): 7.12. Result ID: 698dcc098b517eb43323cb0d.

[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: {"training\_loss":"Full","multi\_scale":true}. This record does not assert independent reproduction.

### HumanGPS

EPE (non-occluded): 7.32. Result ID: 698dcc098b517eb43323cb12.

[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: {"training\_loss":"Full"}. This record does not assert independent reproduction.

### HumanGPS

EPE (non-occluded): 7.5. Result ID: 698dcc098b517eb43323cb11.

[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: {"training\_loss":"Lc + Ls + Ld"}. This record does not assert independent reproduction.

### HumanGPS

EPE (non-occluded): 8.17. Result ID: 698dcc098b517eb43323cb10.

[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: {"training\_loss":"Lc + Ls"}. This record does not assert independent reproduction.

### HumanGPS

EPE (non-occluded): 9.14. Result ID: 698dcc098b517eb43323cb0e.

[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: {"training\_loss":"triplet"}. This record does not assert independent reproduction.

### HumanGPS

EPE (non-occluded): 9.73. Result ID: 698dcc098b517eb43323cb0f.

[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: {"training\_loss":"classify"}. This record does not assert independent reproduction.

### SDC-Net

EPE (non-occluded): 16.96. Result ID: 698dcc098b517eb43323cb0b.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa658b1e209131cea0afd8.md>)

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

### Wei et al.

EPE (non-occluded): 18.08. Result ID: 698dcc098b517eb43323cb0c.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa629e1e209131ce9fa422.md>)

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

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