# Visual Query Localization on Ego4D VQ2D (test)

Source: [Visual Query Localization on Ego4D VQ2D (test)](<https://www.sota2.com/research/sota/visual-query-localization-on-ego4d-vq2d-test>)

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

Data updated: 2026-02-26T06:11:21.179Z

Evaluation of Visual Query Localization performance on the test split of the Ego4D VQ2D 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 | Visual Query Localization |
| Dataset (including any stated split) | Ego4D VQ2D (test) |
| Metric | tAP@0.25 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [tAP@0.25](<https://www.sota2.com/research/sota/visual-query-localization-on-ego4d-vq2d-test.md?metric=tAP%400.25>): Higher is better; unit: PERCENT.

- [stAP@0.25](<https://www.sota2.com/research/sota/visual-query-localization-on-ego4d-vq2d-test.md?metric=stAP%400.25>): Higher is better; unit: PERCENT.

- [FPS](<https://www.sota2.com/research/sota/visual-query-localization-on-ego4d-vq2d-test.md?metric=FPS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | tAP@0.25 | Result date | Report paper |
| --- | --- | --- | --- |
| VQLoC | 32 | Not recorded | 68fa6fbb1e209131cea4719e |
| CocoFormer | 25 | Not recorded | 68fa6fbb1e209131cea4719e |
| NFM | 24 | Not recorded | 68fa6fbb1e209131cea4719e |
| SiamRCNN | 20 | Not recorded | 68fa6fbb1e209131cea4719e |

### VQLoC

tAP@0.25: 32. Result ID: 6990fc7b3a6c31484904ce62.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fbb1e209131cea4719e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fbb1e209131cea4719e.md>)

[Implementation](<https://hwjiang1510.github.io/VQLoC/>)

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

### CocoFormer

tAP@0.25: 25. Result ID: 6990fc7b3a6c31484904ce61.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fbb1e209131cea4719e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f041e209131cea4342a.md>)

[Implementation](<https://github.com/facebookresearch/vq2d_cvpr>)

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

### NFM

tAP@0.25: 24. Result ID: 6990fc7b3a6c31484904ce60.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fbb1e209131cea4719e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d321e209131cea384c2.md>)

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

### SiamRCNN

tAP@0.25: 20. Result ID: 6990fc7b3a6c31484904ce5f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fbb1e209131cea4719e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bfe1e209131cea31856.md>)

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

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