Table 3 Loss function ablation experiment
From: RP-DETR: end-to-end rice pests detection using a transformer
Loss function | Precision | mAP@0.5 |
|---|---|---|
SIoU | 84.2 | 75.7 |
GIoU | 86 | 76.7 |
CIoU | 84 | 76.1 |
DIoU | 86.1 | 76.5 |
MPDIoU | 87 | 76.9 |
From: RP-DETR: end-to-end rice pests detection using a transformer
Loss function | Precision | mAP@0.5 |
|---|---|---|
SIoU | 84.2 | 75.7 |
GIoU | 86 | 76.7 |
CIoU | 84 | 76.1 |
DIoU | 86.1 | 76.5 |
MPDIoU | 87 | 76.9 |
Plant Methods