# Rotation Object Detection on OHD-SJTU-L

Source: [Rotation Object Detection on OHD-SJTU-L](<https://www.sota2.com/research/sota/rotation-object-detection-on-ohd-sjtu-l>)

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

Data updated: 2026-02-26T05:55:05.254Z

Evaluation of Rotation Object Detection performance on the OHD-SJTU-L dataset, reporting metrics such as 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 | Rotation Object Detection |
| Dataset (including any stated split) | OHD-SJTU-L |
| Metric | PL |
| 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

- [PL](<https://www.sota2.com/research/sota/rotation-object-detection-on-ohd-sjtu-l.md?metric=PL>): Higher is better; unit: PERCENT.

- [SH](<https://www.sota2.com/research/sota/rotation-object-detection-on-ohd-sjtu-l.md?metric=SH>): Higher is better; unit: PERCENT.

- [SV](<https://www.sota2.com/research/sota/rotation-object-detection-on-ohd-sjtu-l.md?metric=SV>): Higher is better; unit: PERCENT.

- [LV](<https://www.sota2.com/research/sota/rotation-object-detection-on-ohd-sjtu-l.md?metric=LV>): Higher is better; unit: PERCENT.

- [HA](<https://www.sota2.com/research/sota/rotation-object-detection-on-ohd-sjtu-l.md?metric=HA>): Higher is better; unit: PERCENT.

- [HC](<https://www.sota2.com/research/sota/rotation-object-detection-on-ohd-sjtu-l.md?metric=HC>): Higher is better; unit: PERCENT.

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

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

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

## Recorded results

| Method | PL | Result date | Report paper |
| --- | --- | --- | --- |
| RRPN | 90.02 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| RetinaNet-R | 90 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| R3Det | 89.89 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| OHDet | 89.73 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| RetinaNet-H | 89.55 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| R2CNN | 80.83 | Not recorded | 68fa6c0d1e209131cea31bb4 |

### RRPN

PL: 90.02. Result ID: 698ebe96ffc3901de0a05060.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31bb4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64fa1e209131cea078b5.md>)

Recorded evaluation configuration: {"Backbone":"ResNet101"}. This record does not assert independent reproduction.

### RetinaNet-R

PL: 90. Result ID: 698ebe96ffc3901de0a05062.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31bb4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68e11e209131cea1ef29.md>)

Recorded evaluation configuration: {"Backbone":"ResNet101"}. This record does not assert independent reproduction.

### R3Det

PL: 89.89. Result ID: 698ebe96ffc3901de0a05063.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31bb4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68e11e209131cea1ef29.md>)

Recorded evaluation configuration: {"Backbone":"ResNet101"}. This record does not assert independent reproduction.

### OHDet

PL: 89.73. Result ID: 698ebe96ffc3901de0a05064.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31bb4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31bb4.md>)

[Implementation](<https://github.com/yangxue0827/RotationDetection>)

Recorded evaluation configuration: {"Backbone":"ResNet101"}. This record does not assert independent reproduction.

### RetinaNet-H

PL: 89.55. Result ID: 698ebe96ffc3901de0a05061.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31bb4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68e11e209131cea1ef29.md>)

Recorded evaluation configuration: {"Backbone":"ResNet101"}. This record does not assert independent reproduction.

### R2CNN

PL: 80.83. Result ID: 698ebe96ffc3901de0a0505f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31bb4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa636c1e209131ce9fea57.md>)

Recorded evaluation configuration: {"Backbone":"ResNet101"}. This record does not assert independent reproduction.

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