Table 6 Metrics in the ablation experiment
From: Anchor-free object detection in remote sensing images using a variable receptive field network
Methods | mAP@.5:.95 | mAPsmall | mAPmid | mAPlarge |
|---|---|---|---|---|
Resnet50 with deformable convolution | 0.498 | 0.147 | 0.397 | 0.689 |
Resnet18 with deformable convolution | 0.373 | 0.102 | 0.285 | 0.560 |
Resnet50 without deformable convolution | 0.476 | 0.135 | 0.365 | 0.671 |
Resnet18 without deformable convolution | 0.370 | 0.096 | 0.281 | 0.553 |