# Active Object Detection on Epic-Kitchens VISOR (val)

Source: [Active Object Detection on Epic-Kitchens VISOR (val)](<https://www.sota2.com/research/sota/active-object-detection-on-epic-kitchens-visor-val>)

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

Data updated: 2026-02-26T05:22:50.752Z

Evaluation of Active Object Detection performance on the validation split of the Epic-Kitchens VISOR dataset, measured using standard object detection metrics like AP, AP50, and AP75.

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 | Active Object Detection |
| Dataset (including any stated split) | Epic-Kitchens VISOR (val) |
| Metric | AP |
| 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

- [AP](<https://www.sota2.com/research/sota/active-object-detection-on-epic-kitchens-visor-val.md?metric=AP>): Higher is better; unit: PERCENT.

- [AP50](<https://www.sota2.com/research/sota/active-object-detection-on-epic-kitchens-visor-val.md?metric=AP50>): Higher is better; unit: PERCENT.

- [AP75](<https://www.sota2.com/research/sota/active-object-detection-on-epic-kitchens-visor-val.md?metric=AP75>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP | Result date | Report paper |
| --- | --- | --- | --- |
| KAD | 35.2 | Not recorded | 68fa734c1e209131cea5ba3b |
| KAD | 30.2 | Not recorded | 68fa734c1e209131cea5ba3b |
| InternVideo | 28.3 | Not recorded | 68fa734c1e209131cea5ba3b |
| InternVideo | 19.4 | Not recorded | 68fa734c1e209131cea5ba3b |
| DETR | 10.4 | Not recorded | 68fa734c1e209131cea5ba3b |

### KAD

AP: 35.2. Result ID: 6992d0c43a6c31484911afe2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa734c1e209131cea5ba3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa734c1e209131cea5ba3b.md>)

[Implementation](<https://github.com/idejie/KAD.git>)

Recorded evaluation configuration: {"Backbone":"Swin-L"}. This record does not assert independent reproduction.

### KAD

AP: 30.2. Result ID: 6992d0c43a6c31484911afdf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa734c1e209131cea5ba3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa734c1e209131cea5ba3b.md>)

[Implementation](<https://github.com/idejie/KAD.git>)

Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### InternVideo

AP: 28.3. Result ID: 6992d0c43a6c31484911afe1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa734c1e209131cea5ba3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e201e209131cea3dfc3.md>)

[Implementation](<https://github.com/OpenGVLab/InternVideo>)

Recorded evaluation configuration: {"Backbone":"Swin-L"}. This record does not assert independent reproduction.

### InternVideo

AP: 19.4. Result ID: 6992d0c43a6c31484911afe0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa734c1e209131cea5ba3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e201e209131cea3dfc3.md>)

[Implementation](<https://github.com/OpenGVLab/InternVideo>)

Recorded evaluation configuration: {"Backbone":"Uniformer-L"}. This record does not assert independent reproduction.

### DETR

AP: 10.4. Result ID: 6992d0c43a6c31484911afde.

[Reporting paper](<https://www.sota2.com/research/paper/68fa734c1e209131cea5ba3b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67ad1e209131cea17bce.md>)

[Implementation](<https://github.com/facebookresearch/detr>)

Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.