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mAP of different networks on our dataset.
| Model | Benign (AP) (%) | Malignant (AP) (%) | Detection time in all test images (s) | mAP on our dataset (%) |
|---|---|---|---|---|
| YOLOv3-tiny | 79.50 | 89.86 | 2 | 84.68 |
| YOLOv3-spp | 79.43 | 63.30 | 11.3 | 71.36 |
| YOLOv3-320 | 90.91 | 90.18 | 9.1 | 90.54 |
| YOLOv3-416 | 90.91 | 90.26 | 9.4 | 90.58 |
| YOLOv3-608 | 90.79 | 89.86 | 9.8 | 90.32 |
| YOLOv3-DMRF | 90.66 | 89.43 | 3.7 | 90.05 |
