# Hand pose accuracy in HOI reconstruction on OakInk (test)

Source: [Hand pose accuracy in HOI reconstruction on OakInk (test)](<https://www.sota2.com/research/sota/hand-pose-accuracy-in-hoi-reconstruction-on-oakink-test>)

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

Data updated: 2026-02-26T05:50:16.284Z

Evaluation of 3D hand pose accuracy metrics (MPVPE, MPJPE) for Human-Object Interaction (HOI) reconstruction models using the test split of the OakInk 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 | Hand pose accuracy in HOI reconstruction |
| Dataset (including any stated split) | OakInk (test) |
| Metric | MPVPE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 7 of 7 |
| 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

- [MPVPE](<https://www.sota2.com/research/sota/hand-pose-accuracy-in-hoi-reconstruction-on-oakink-test.md?metric=MPVPE>): Lower is better; unit: SCALAR.

- [MPJPE](<https://www.sota2.com/research/sota/hand-pose-accuracy-in-hoi-reconstruction-on-oakink-test.md?metric=MPJPE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MPVPE | Result date | Report paper |
| --- | --- | --- | --- |
| EasyHOI | 0.86 | Not recorded | 68fa78411e209131cea7770d |
| HaMeR | 1.06 | Not recorded | 68fa78411e209131cea7770d |
| EasyHOI | 1.19 | Not recorded | 68fa78411e209131cea7770d |
| AlignSDF | 1.25 | Not recorded | 68fa78411e209131cea7770d |
| gSDF | 1.27 | Not recorded | 68fa78411e209131cea7770d |
| MOHO | 1.27 | Not recorded | 68fa78411e209131cea7770d |
| IHOI | 1.36 | Not recorded | 68fa78411e209131cea7770d |

### EasyHOI

MPVPE: 0.86. Result ID: 699582483badfaffe67a84ec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78411e209131cea7770d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78411e209131cea7770d.md>)

[Implementation](<https://lym29.github.io/EasyHOI-page/>)

Recorded evaluation configuration: {"Object Source":"Ground Truth"}. This record does not assert independent reproduction.

### HaMeR

MPVPE: 1.06. Result ID: 699582483badfaffe67a84ea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78411e209131cea7770d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71601e209131cea50f42.md>)

[Implementation](<https://geopavlakos.github.io/hamer/>)

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

### EasyHOI

MPVPE: 1.19. Result ID: 699582483badfaffe67a84eb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78411e209131cea7770d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78411e209131cea7770d.md>)

[Implementation](<https://lym29.github.io/EasyHOI-page/>)

Recorded evaluation configuration: {"Object Source":"Predicted"}. This record does not assert independent reproduction.

### AlignSDF

MPVPE: 1.25. Result ID: 699582483badfaffe67a84e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78411e209131cea7770d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d1e1e209131cea37e88.md>)

[Implementation](<https://zerchen.github.io/projects/alignsdf.html>)

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

### gSDF

MPVPE: 1.27. Result ID: 699582483badfaffe67a84e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78411e209131cea7770d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f2b1e209131cea443e2.md>)

[Implementation](<https://zerchen.github.io/projects/gsdf.html>)

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

### MOHO

MPVPE: 1.27. Result ID: 699582483badfaffe67a84e9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78411e209131cea7770d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72821e209131cea56e10.md>)

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

### IHOI

MPVPE: 1.36. Result ID: 699582483badfaffe67a84e6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78411e209131cea7770d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c591e209131cea33799.md>)

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

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