# Object Detection on HANDAL BOP (test)

Source: [Object Detection on HANDAL BOP (test)](<https://www.sota2.com/research/sota/object-detection-on-handal-bop-test>)

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

Data updated: 2026-02-26T05:22:54.049Z

Evaluation of Object Detection performance on the test split of the HANDAL BOP dataset, reporting Average Precision (AP).

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 Detection |
| Dataset (including any stated split) | HANDAL BOP (test) |
| Metric | AP |
| 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

- [AP](<https://www.sota2.com/research/sota/object-detection-on-handal-bop-test.md?metric=AP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP | Result date | Report paper |
| --- | --- | --- | --- |
| NeMO | 27.3 | Not recorded | 69842476a8b01e76cc8ee9f1 |
| GFreeDet-SAM | 26.4 | Not recorded | 69842476a8b01e76cc8ee9f1 |
| GFreeDet-FastSAM | 25.5 | Not recorded | 69842476a8b01e76cc8ee9f1 |

### NeMO

AP: 27.3. Result ID: 699746b35698665ec497c522.

[Reporting paper](<https://www.sota2.com/research/paper/69842476a8b01e76cc8ee9f1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69842476a8b01e76cc8ee9f1.md>)

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

### GFreeDet-SAM

AP: 26.4. Result ID: 699746b35698665ec497c521.

[Reporting paper](<https://www.sota2.com/research/paper/69842476a8b01e76cc8ee9f1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa783c1e209131cea7756a.md>)

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

### GFreeDet-FastSAM

AP: 25.5. Result ID: 699746b35698665ec497c520.

[Reporting paper](<https://www.sota2.com/research/paper/69842476a8b01e76cc8ee9f1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa783c1e209131cea7756a.md>)

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

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