# Localized Detection on CoCoGLIDE

Source: [Localized Detection on CoCoGLIDE](<https://www.sota2.com/research/sota/localized-detection-on-cocoglide>)

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

Data updated: 2026-03-11T07:54:21.235Z

Evaluation of Localized Detection performance on the CoCoGLIDE dataset, reporting Gen. R@50, Real R@50, and IoU metrics.

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 | Localized Detection |
| Dataset (including any stated split) | CoCoGLIDE |
| Metric | Gen. Recall@50 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Gen. Recall@50](<https://www.sota2.com/research/sota/localized-detection-on-cocoglide.md?metric=Gen.%20Recall%4050>): Higher is better; unit: PERCENT.

- [Real Recall@50](<https://www.sota2.com/research/sota/localized-detection-on-cocoglide.md?metric=Real%20Recall%4050>): Higher is better; unit: PERCENT.

- [mIoU](<https://www.sota2.com/research/sota/localized-detection-on-cocoglide.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Gen. Recall@50 | Result date | Report paper |
| --- | --- | --- | --- |
| NFA-ViT | 88.4 | Not recorded | 68fa78241e209131cea76fb5 |
| Sparse ViT | 87.6 | Not recorded | 68fa78241e209131cea76fb5 |
| Trufor | 76.2 | Not recorded | 68fa78241e209131cea76fb5 |

### NFA-ViT

Gen. Recall@50: 88.4. Result ID: 69b11faa6dbb7075b95b4c5a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76fb5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76fb5.md>)

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

### Sparse ViT

Gen. Recall@50: 87.6. Result ID: 69b11faa6dbb7075b95b4c59.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76fb5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa765b1e209131cea6c95b.md>)

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

### Trufor

Gen. Recall@50: 76.2. Result ID: 69b11faa6dbb7075b95b4c58.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76fb5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f7f1e209131cea45fb0.md>)

[Implementation](<https://grip-unina.github.io/TruFor/>)

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

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