Table 9 Performance comparison Of PEYOLO and RE-DETR families.
From: PEYOLO a perception efficient network for multiscale surface defects detection
Methods | Params↓ | GFLOPS↓ | mAP50↑ | F1↑ |
|---|---|---|---|---|
rtdetr-l | 29.42 | 105.5 | 69.5 | 0.66 |
rtdetr-x | 67.46 | 232.7 | 68.9 | 0.66 |
rtdetr-resnet50 | 42.92 | 130.8 | 67.0 | 0.60 |
PEYOLO | 3.09 | 7.5 | 78.1 | 0.72 |
