# Object Quality in HOI Reconstruction on OakInk (test)

Source: [Object Quality in HOI Reconstruction on OakInk (test)](<https://www.sota2.com/research/sota/object-quality-in-hoi-reconstruction-on-oakink-test>)

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

Data updated: 2026-02-26T05:44:00.819Z

Evaluation of Object Quality metrics (F5, F10, C.D., S.D., I.V.) 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 | Object Quality in HOI Reconstruction |
| Dataset (including any stated split) | OakInk (test) |
| Metric | F5 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [F5](<https://www.sota2.com/research/sota/object-quality-in-hoi-reconstruction-on-oakink-test.md?metric=F5>): Higher is better; unit: SCALAR.

- [F10](<https://www.sota2.com/research/sota/object-quality-in-hoi-reconstruction-on-oakink-test.md?metric=F10>): Higher is better; unit: SCALAR.

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

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

- [I.V.](<https://www.sota2.com/research/sota/object-quality-in-hoi-reconstruction-on-oakink-test.md?metric=I.V.>): Higher is better; unit: SCALAR.

## Recorded results

| Method | F5 | Result date | Report paper |
| --- | --- | --- | --- |
| EasyHOI | 0.247 | Not recorded | 68fa78411e209131cea7770d |
| MOHO | 0.175 | Not recorded | 68fa78411e209131cea7770d |
| gSDF | 0.106 | Not recorded | 68fa78411e209131cea7770d |
| IHOI | 0.097 | Not recorded | 68fa78411e209131cea7770d |
| AlignSDF | 0.095 | Not recorded | 68fa78411e209131cea7770d |

### EasyHOI

F5: 0.247. Result ID: 699582483badfaffe67a84db.

[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: {"Zero-shot":"true"}. This record does not assert independent reproduction.

### MOHO

F5: 0.175. Result ID: 699582483badfaffe67a84da.

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

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

Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction.

### gSDF

F5: 0.106. Result ID: 699582483badfaffe67a84d9.

[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: {"Zero-shot":"true"}. This record does not assert independent reproduction.

### IHOI

F5: 0.097. Result ID: 699582483badfaffe67a84d7.

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

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

Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction.

### AlignSDF

F5: 0.095. Result ID: 699582483badfaffe67a84d8.

[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: {"Zero-shot":"true"}. This record does not assert independent reproduction.

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