Table 1. Mask mean average precision on test dataset.
| Network | Backbone | mAP50 | mAP60 | mAP70 |
|---|---|---|---|---|
| YOLACT | ResNet-101 | 57.32 | 51.24 | 42.26 |
| YOLACT | ResNet-152 | 65.99 | 60.65 | 48.70 |
| YOLACT++ | ResNet-50 | 68.81 | 66.88 | 60.78 |
| YOLACT++ | ResNet-101 | 70.42 | 68.86 | 62.88 |
| Network | Backbone | mAP50 | mAP60 | mAP70 |
|---|---|---|---|---|
| YOLACT | ResNet-101 | 57.32 | 51.24 | 42.26 |
| YOLACT | ResNet-152 | 65.99 | 60.65 | 48.70 |
| YOLACT++ | ResNet-50 | 68.81 | 66.88 | 60.78 |
| YOLACT++ | ResNet-101 | 70.42 | 68.86 | 62.88 |