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ming71 committed Sep 12, 2020
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#### DOTA

| Method | Backbone | mAP |
| ---------------- | ---------- | --------- |
| RetinaNet | ResNet-50 | 68.43 |
| RetinaNet + DAL | ResNet-50 | 71.44 |
| RetinaNet + DAL | ResNet-101 | 71.78 |
| S$^2$A-Net | ResNet-50 | 74.12 |
| S$^2$A-Net + DAL | ResNet-50 | **76.95** |
| Method | Backbone | mAP |
| --------------- | ---------- | --------- |
| RetinaNet | ResNet-50 | 68.43 |
| RetinaNet + DAL | ResNet-50 | 71.44 |
| RetinaNet + DAL | ResNet-101 | 71.78 |
| S2A-Net | ResNet-50 | 74.12 |
| S2A-Net + DAL | ResNet-50 | **76.95** |

Experiments on DOTA are implemented based on mmdetection, since the recognition ability of some classes(TC, BC, GTF) is abnormally poor. Trained models are available here.

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## Detection Results

![DOTA_results](https://github.com/ming71/DAL/DOTA.png)
![DOTA_results](https://github.com/ming71/DAL/blob/master/DOTA.png)

## Citations

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