# Object Detection on OHD-SJTU-S

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

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

Data updated: 2026-02-26T05:23:20.724Z

Evaluation of Object Detection performance on the OHD-SJTU-S dataset.

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) | OHD-SJTU-S |
| Metric | AP50 (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

- [AP50 (PL)](<https://www.sota2.com/research/sota/object-detection-on-ohd-sjtu-s.md?metric=AP50%20(PL)>): Higher is better; unit: PERCENT.

- [AP50 (SH)](<https://www.sota2.com/research/sota/object-detection-on-ohd-sjtu-s.md?metric=AP50%20(SH)>): Higher is better; unit: PERCENT.

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

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

- [mAP (0.5:0.95)](<https://www.sota2.com/research/sota/object-detection-on-ohd-sjtu-s.md?metric=mAP%20(0.5%3A0.95)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP50 (PL) | Result date | Report paper |
| --- | --- | --- | --- |
| R2CNN | 90.91 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| RetinaNet-H | 90.86 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| RetinaNet-R | 90.82 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| R3Det | 90.82 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| OHDet | 90.74 | Not recorded | 68fa6c0d1e209131cea31bb4 |
| RRPN | 90.14 | Not recorded | 68fa6c0d1e209131cea31bb4 |

### R2CNN

AP50 (PL): 90.91. Result ID: 698ebe96ffc3901de0a0500c.

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

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

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

### RetinaNet-H

AP50 (PL): 90.86. Result ID: 698ebe96ffc3901de0a0500e.

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

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

Recorded evaluation configuration: {"Anchor type":"Horizontal"}. This record does not assert independent reproduction.

### RetinaNet-R

AP50 (PL): 90.82. Result ID: 698ebe96ffc3901de0a0500f.

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

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

Recorded evaluation configuration: {"Anchor type":"Rotating"}. This record does not assert independent reproduction.

### R3Det

AP50 (PL): 90.82. Result ID: 698ebe96ffc3901de0a05010.

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

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

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

### OHDet

AP50 (PL): 90.74. Result ID: 698ebe96ffc3901de0a05011.

[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: Not recorded. This record does not assert independent reproduction.

### RRPN

AP50 (PL): 90.14. Result ID: 698ebe96ffc3901de0a0500d.

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

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

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

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