# Quadrilateral Object Detection on HRSC2016 (test)

Source: [Quadrilateral Object Detection on HRSC2016 (test)](<https://www.sota2.com/research/sota/quadrilateral-object-detection-on-hrsc2016-test>)

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

Data updated: 2026-02-26T06:09:25.110Z

Evaluation of Quadrilateral Object Detection performance on the test split of the HRSC2016 dataset, reporting metrics such as 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 | Quadrilateral Object Detection |
| Dataset (including any stated split) | HRSC2016 (test) |
| Metric | mAP |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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/quadrilateral-object-detection-on-hrsc2016-test.md?metric=mAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| RIDet-Q | 89.1 | Not recorded | 68fa6aed1e209131cea2b1da |
| BBAVectors | 88.6 | Not recorded | 68fa6aed1e209131cea2b1da |
| Gliding Vertex | 88.2 | Not recorded | 68fa6aed1e209131cea2b1da |
| MR Loss | 86.5 | Not recorded | 68fa6aed1e209131cea2b1da |

### RIDet-Q

mAP: 89.1. Result ID: 698e41f9ffc3901de09c14a9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6aed1e209131cea2b1da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6aed1e209131cea2b1da.md>)

[Implementation](<https://github.com/ming71/RIDet>)

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

### BBAVectors

mAP: 88.6. Result ID: 698e41f9ffc3901de09c14a8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6aed1e209131cea2b1da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68491e209131cea1b181.md>)

[Implementation](<https://github.com/yijingru/BBAVectors-Oriented-Object-Detection>)

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

### Gliding Vertex

mAP: 88.2. Result ID: 698e41f9ffc3901de09c14a7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6aed1e209131cea2b1da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67521e209131cea15709.md>)

[Implementation](<https://github.com/facebookresearch/maskrcnn-benchmark>)

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

### MR Loss

mAP: 86.5. Result ID: 698e41f9ffc3901de09c14a6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6aed1e209131cea2b1da.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b73.md>)

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

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