# HOI Detection on HOI-COCO

Source: [HOI Detection on HOI-COCO](<https://www.sota2.com/research/sota/hoi-detection-on-hoi-coco>)

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

Data updated: 2026-02-26T05:45:35.435Z

Evaluation of Human-Object Interaction Detection performance on the HOI-COCO dataset, reporting metrics for Full, Rare, and NonRare interaction categories.

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 | HOI Detection |
| Dataset (including any stated split) | HOI-COCO |
| Metric | Full Score |
| Unit | PERCENT |
| 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

- [Full Score](<https://www.sota2.com/research/sota/hoi-detection-on-hoi-coco.md?metric=Full%20Score>): Higher is better; unit: PERCENT.

- [Rare Score](<https://www.sota2.com/research/sota/hoi-detection-on-hoi-coco.md?metric=Rare%20Score>): Higher is better; unit: PERCENT.

- [NonRare Score](<https://www.sota2.com/research/sota/hoi-detection-on-hoi-coco.md?metric=NonRare%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Full Score | Result date | Report paper |
| --- | --- | --- | --- |
| ATL | 25.29 | Not recorded | 68fa6c1d1e209131cea324fb |
| ATL | 24.84 | Not recorded | 68fa6c1d1e209131cea324fb |
| VCL | 23.53 | Not recorded | 68fa6c1d1e209131cea324fb |
| ATL | 23.4 | Not recorded | 68fa6c1d1e209131cea324fb |
| Baseline | 22.86 | Not recorded | 68fa6c1d1e209131cea324fb |

### ATL

Full Score: 25.29. Result ID: 698eddb7ffc3901de0a26e8f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1d1e209131cea324fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1d1e209131cea324fb.md>)

[Implementation](<https://github.com/zhihou7/HOI-CL>)

Recorded evaluation configuration: {"object data":"COCO, HICO-DET"}. This record does not assert independent reproduction.

### ATL

Full Score: 24.84. Result ID: 698eddb7ffc3901de0a26e8e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1d1e209131cea324fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1d1e209131cea324fb.md>)

[Implementation](<https://github.com/zhihou7/HOI-CL>)

Recorded evaluation configuration: {"object data":"COCO"}. This record does not assert independent reproduction.

### VCL

Full Score: 23.53. Result ID: 698eddb7ffc3901de0a26e8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1d1e209131cea324fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68701e209131cea1c35e.md>)

[Implementation](<https://github.com/zhihou7/VCL>)

Recorded evaluation configuration: {"object data":"HOI-COCO"}. This record does not assert independent reproduction.

### ATL

Full Score: 23.4. Result ID: 698eddb7ffc3901de0a26e8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1d1e209131cea324fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1d1e209131cea324fb.md>)

[Implementation](<https://github.com/zhihou7/HOI-CL>)

Recorded evaluation configuration: {"object data":"HOI-COCO"}. This record does not assert independent reproduction.

### Baseline

Full Score: 22.86. Result ID: 698eddb7ffc3901de0a26e8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1d1e209131cea324fb.md>)

Recorded evaluation configuration: {"object data":null}. This record does not assert independent reproduction.

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