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

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

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

Data updated: 2026-02-26T05:41:49.172Z

Evaluation of Dense Correspondence Search performance on the test split of the SMPL Inter-Subject dataset, reporting Endpoint Projection Error (EPE) for all correspondences 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 Inter-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-inter-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-inter-subject-test.md?metric=EPE%20(all)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | EPE (non-occluded) | Result date | Report paper |
| --- | --- | --- | --- |
| HumanGPS | 8.49 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 8.57 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 9.19 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 11.21 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 12.02 | Not recorded | 68fa69a11e209131cea23395 |
| Wei et al. | 18.03 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 21.08 | Not recorded | 68fa69a11e209131cea23395 |
| SDC-Net | 81.48 | Not recorded | 68fa69a11e209131cea23395 |

### HumanGPS

EPE (non-occluded): 8.49. Result ID: 698dcc098b517eb43323cb25.

[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): 8.57. Result ID: 698dcc098b517eb43323cb2a.

[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): 9.19. Result ID: 698dcc098b517eb43323cb29.

[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): 11.21. Result ID: 698dcc098b517eb43323cb27.

[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.

### HumanGPS

EPE (non-occluded): 12.02. Result ID: 698dcc098b517eb43323cb28.

[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.

### Wei et al.

EPE (non-occluded): 18.03. Result ID: 698dcc098b517eb43323cb24.

[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.

### HumanGPS

EPE (non-occluded): 21.08. Result ID: 698dcc098b517eb43323cb26.

[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.

### SDC-Net

EPE (non-occluded): 81.48. Result ID: 698dcc098b517eb43323cb23.

[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.

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