# Object Detection on SkyFusion ship 26 (test)

Source: [Object Detection on SkyFusion ship 26 (test)](<https://www.sota2.com/research/sota/object-detection-on-skyfusion-ship-26-test>)

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

Data updated: 2026-06-25T08:10:30.230Z

Evaluation of Object Detection performance on the test split of the SkyFusion ship 26 dataset, reporting standard bounding box metrics like mAP.

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) | SkyFusion ship 26 (test) |
| Metric | mAP |
| 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

- [mAP](<https://www.sota2.com/research/sota/object-detection-on-skyfusion-ship-26-test.md?metric=mAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| LEVIRDetNet | 27.63 | Not recorded | 6a3cb644206542251d7ca721 |
| DEIMv2-DOTA | 5.52 | Not recorded | 6a3cb644206542251d7ca721 |
| DEIMv2-xView | 4.27 | Not recorded | 6a3cb644206542251d7ca721 |
| DEIMv2-DIOR | 2.34 | Not recorded | 6a3cb644206542251d7ca721 |
| SAM3 | 1.48 | Not recorded | 6a3cb644206542251d7ca721 |
| LAE-DINO | 1.34 | Not recorded | 6a3cb644206542251d7ca721 |

### LEVIRDetNet

mAP: 27.63. Result ID: 6a3ce262fbc373592c521102.

[Reporting paper](<https://www.sota2.com/research/paper/6a3cb644206542251d7ca721.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a3cb644206542251d7ca721.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"threshold-sweep peak","Setting":"Pre-trained"}. This record does not assert independent reproduction.

### DEIMv2-DOTA

mAP: 5.52. Result ID: 6a3ce262fbc373592c521101.

[Reporting paper](<https://www.sota2.com/research/paper/6a3cb644206542251d7ca721.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ba81e209131cea89afc.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"threshold-sweep peak","Setting":"Pre-trained"}. This record does not assert independent reproduction.

### DEIMv2-xView

mAP: 4.27. Result ID: 6a3ce262fbc373592c521100.

[Reporting paper](<https://www.sota2.com/research/paper/6a3cb644206542251d7ca721.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ba81e209131cea89afc.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"threshold-sweep peak","Setting":"Pre-trained"}. This record does not assert independent reproduction.

### DEIMv2-DIOR

mAP: 2.34. Result ID: 6a3ce262fbc373592c5210ff.

[Reporting paper](<https://www.sota2.com/research/paper/6a3cb644206542251d7ca721.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ba81e209131cea89afc.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"threshold-sweep peak","Setting":"Pre-trained"}. This record does not assert independent reproduction.

### SAM3

mAP: 1.48. Result ID: 6a3ce262fbc373592c5210fe.

[Reporting paper](<https://www.sota2.com/research/paper/6a3cb644206542251d7ca721.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6923e69bd6b0dd334292f0ad.md>)

[Implementation](<https://github.com/facebookresearch/sam3>)

Recorded evaluation configuration: {"Evaluation Protocol":"threshold-sweep peak","Setting":"Pre-trained"}. This record does not assert independent reproduction.

### LAE-DINO

mAP: 1.34. Result ID: 6a3ce262fbc373592c5210fd.

[Reporting paper](<https://www.sota2.com/research/paper/6a3cb644206542251d7ca721.md>)

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

Recorded evaluation configuration: {"Evaluation Protocol":"threshold-sweep peak","Setting":"Pre-trained"}. This record does not assert independent reproduction.

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