# Rotated Object Detection on MSRA-TD500

Source: [Rotated Object Detection on MSRA-TD500](<https://www.sota2.com/research/sota/rotated-object-detection-on-msra-td500>)

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

Data updated: 2026-05-06T07:25:07.932Z

Evaluation of Rotated Object Detection performance on the MSRA-TD500 dataset, reporting metrics such as Hmean50.

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 | Rotated Object Detection |
| Dataset (including any stated split) | MSRA-TD500 |
| Metric | Hmean50 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Hmean50](<https://www.sota2.com/research/sota/rotated-object-detection-on-msra-td500.md?metric=Hmean50>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Hmean50 | Result date | Report paper |
| --- | --- | --- | --- |
| RHINO | 61.73 | Not recorded | 68fa756a1e209131cea67b4a |
| DINO | 58.62 | Not recorded | 68fa756a1e209131cea67b4a |

### RHINO

Hmean50: 61.73. Result ID: 69faeb6c47f34ce924dd6bf1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67b4a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67b4a.md>)

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

### DINO

Hmean50: 58.62. Result ID: 69faeb6c47f34ce924dd6bf0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa756a1e209131cea67b4a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cf41e209131cea36cf4.md>)

[Implementation](<https://github.com/IDEACVR/DINO>)

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

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