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

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

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

Data updated: 2026-02-26T05:41:48.736Z

Evaluation of Dense Correspondence Search performance on the test split of the RenderPeople 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) | RenderPeople 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-renderpeople-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-renderpeople-intra-subject-test.md?metric=EPE%20(All)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | EPE (Non-Occluded) | Result date | Report paper |
| --- | --- | --- | --- |
| HumanGPS | 11.91 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 12.29 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 12.41 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 14.51 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 16.84 | Not recorded | 68fa69a11e209131cea23395 |
| HumanGPS | 18.33 | Not recorded | 68fa69a11e209131cea23395 |
| SDC-Net | 20.07 | Not recorded | 68fa69a11e209131cea23395 |
| Wei et al. | 34.42 | Not recorded | 68fa69a11e209131cea23395 |

### HumanGPS

EPE (Non-Occluded): 11.91. Result ID: 698dcc098b517eb43323cb1d.

[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): 12.29. Result ID: 698dcc098b517eb43323cb22.

[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): 12.41. Result ID: 698dcc098b517eb43323cb21.

[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): 14.51. Result ID: 698dcc098b517eb43323cb20.

[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): 16.84. Result ID: 698dcc098b517eb43323cb1e.

[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): 18.33. Result ID: 698dcc098b517eb43323cb1f.

[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): 20.07. Result ID: 698dcc098b517eb43323cb1b.

[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): 34.42. Result ID: 698dcc098b517eb43323cb1c.

[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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