# Object Detection on CRCN-NE (test)

Source: [Object Detection on CRCN-NE (test)](<https://www.sota2.com/research/sota/object-detection-on-crcn-ne-test>)

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

Data updated: 2026-04-28T10:37:31.936Z

Evaluation of Object Detection performance on the test split of the CRCN-NE dataset, reporting metrics including mAP@50.

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) | CRCN-NE (test) |
| Metric | mAP@50 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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@50](<https://www.sota2.com/research/sota/object-detection-on-crcn-ne-test.md?metric=mAP%4050>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP@50 | Result date | Report paper |
| --- | --- | --- | --- |
| YOLOv11 | 99.4 | Not recorded | 69f03f5d55a3c32af89fa3dc |
| Faster R-CNN | 97.9 | Not recorded | 69f03f5d55a3c32af89fa3dc |
| RetinaNet | 96.21 | Not recorded | 69f03f5d55a3c32af89fa3dc |

### YOLOv11

mAP@50: 99.4. Result ID: 69f08dd847f34ce924d73e78.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f5d55a3c32af89fa3dc.md>)

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

### Faster R-CNN

mAP@50: 97.9. Result ID: 69f08dd847f34ce924d73e79.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f5d55a3c32af89fa3dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62451e209131ce9f8655.md>)

[Implementation](<https://github.com/shaoqingren/faster_rcnn>)

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

### RetinaNet

mAP@50: 96.21. Result ID: 69f08dd847f34ce924d73e7a.

[Reporting paper](<https://www.sota2.com/research/paper/69f03f5d55a3c32af89fa3dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa640c1e209131cea02556.md>)

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

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

Page 1 of 1. This is an index page, not the full collection.