# Object Detection on LEVIR (test)

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

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

Data updated: 2026-02-26T05:23:19.667Z

Evaluation of Object Detection performance on the test split of the LEVIR dataset, reporting AP50.

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) | LEVIR (test) |
| Metric | AP50 |
| 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

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

## Recorded results

| Method | AP50 | Result date | Report paper |
| --- | --- | --- | --- |
| RS-MPOD | 51 | Not recorded | 6981819ba8b01e76cc8e26d0 |
| LAE-DINO | 50.8 | Not recorded | 6981819ba8b01e76cc8e26d0 |
| GroundingDINO | 49.6 | Not recorded | 6981819ba8b01e76cc8e26d0 |
| RS-MPOD | 48.2 | Not recorded | 6981819ba8b01e76cc8e26d0 |
| RS-MPOD | 46.9 | Not recorded | 6981819ba8b01e76cc8e26d0 |

### RS-MPOD

AP50: 51. Result ID: 69975ab45698665ec4ad0909.

[Reporting paper](<https://www.sota2.com/research/paper/6981819ba8b01e76cc8e26d0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6981819ba8b01e76cc8e26d0.md>)

Recorded evaluation configuration: {"Prompt":"multimodal"}. This record does not assert independent reproduction.

### LAE-DINO

AP50: 50.8. Result ID: 69975ab45698665ec4ad0906.

[Reporting paper](<https://www.sota2.com/research/paper/6981819ba8b01e76cc8e26d0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa774b1e209131cea72542.md>)

Recorded evaluation configuration: {"Prompt":"text"}. This record does not assert independent reproduction.

### GroundingDINO

AP50: 49.6. Result ID: 69975ab45698665ec4ad0905.

[Reporting paper](<https://www.sota2.com/research/paper/6981819ba8b01e76cc8e26d0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74311e209131cea6055d.md>)

[Implementation](<https://github.com/IDEA-Research/GroundingDINO>)

Recorded evaluation configuration: {"Prompt":"text"}. This record does not assert independent reproduction.

### RS-MPOD

AP50: 48.2. Result ID: 69975ab45698665ec4ad0907.

[Reporting paper](<https://www.sota2.com/research/paper/6981819ba8b01e76cc8e26d0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6981819ba8b01e76cc8e26d0.md>)

Recorded evaluation configuration: {"Prompt":"text"}. This record does not assert independent reproduction.

### RS-MPOD

AP50: 46.9. Result ID: 69975ab45698665ec4ad0908.

[Reporting paper](<https://www.sota2.com/research/paper/6981819ba8b01e76cc8e26d0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6981819ba8b01e76cc8e26d0.md>)

Recorded evaluation configuration: {"Prompt":"visual-32"}. This record does not assert independent reproduction.

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