# Object Detection on UAVDT 13 (test)

Source: [Object Detection on UAVDT 13 (test)](<https://www.sota2.com/research/sota/object-detection-on-uavdt-13-test>)

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

Data updated: 2026-03-09T07:49:36.151Z

Evaluation of Object Detection performance on the test split of the UAVDT 13 dataset, reporting standard detection metrics like AP50, AP75, and AP50:95.

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) | UAVDT 13 (test) |
| Metric | AP50:95 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [AP50:95](<https://www.sota2.com/research/sota/object-detection-on-uavdt-13-test.md?metric=AP50%3A95>): Higher is better; unit: PERCENT.

- [AP50](<https://www.sota2.com/research/sota/object-detection-on-uavdt-13-test.md?metric=AP50>): Higher is better; unit: PERCENT.

- [AP75](<https://www.sota2.com/research/sota/object-detection-on-uavdt-13-test.md?metric=AP75>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP50:95 | Result date | Report paper |
| --- | --- | --- | --- |
| CollabOD | 17.4 | Not recorded | 69ae53d82d603e6de3e427fb |
| CEASC | 17.1 | Not recorded | 69ae53d82d603e6de3e427fb |
| GLSAN | 17 | Not recorded | 69ae53d82d603e6de3e427fb |
| GFL | 16.9 | Not recorded | 69ae53d82d603e6de3e427fb |
| DREN | 15.1 | Not recorded | 69ae53d82d603e6de3e427fb |
| ClusDet | 13.7 | Not recorded | 69ae53d82d603e6de3e427fb |

### CollabOD

AP50:95: 17.4. Result ID: 69ae7add6dbb7075b95656b1.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53d82d603e6de3e427fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ae53d82d603e6de3e427fb.md>)

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

### CEASC

AP50:95: 17.1. Result ID: 69ae7add6dbb7075b95656b0.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53d82d603e6de3e427fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee91e209131cea42dd4.md>)

[Implementation](<https://github.com/Cuogeihong/CEASC>)

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

### GLSAN

AP50:95: 17. Result ID: 69ae7add6dbb7075b95656ad.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53d82d603e6de3e427fb.md>)

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

### GFL

AP50:95: 16.9. Result ID: 69ae7add6dbb7075b95656af.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53d82d603e6de3e427fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67ab1e209131cea17a81.md>)

[Implementation](<https://github.com/implus/GFocal>)

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

### DREN

AP50:95: 15.1. Result ID: 69ae7add6dbb7075b95656ae.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53d82d603e6de3e427fb.md>)

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

### ClusDet

AP50:95: 13.7. Result ID: 69ae7add6dbb7075b95656ac.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53d82d603e6de3e427fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66441e209131cea0f547.md>)

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

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