Table 3 Experimental results on public datasets.
From: Dual-branch information extraction and local attention anchor-free network for defect detection
Datasets | Network | Backbone | RFPN | ELSA | AP50 | AP75 | APbbox |
|---|---|---|---|---|---|---|---|
NEU-DET | FCOS | Resnet50 | Â | Â | 75.2 | 30.5 | 36.8 |
DLA-FCOS(Ours) | DFENet | Â | Â | 77.4 | 28.5 | 36.8 | |
Resnet50 | √ |  | 76.1 | 31.9 | 37.2 | ||
Resnet50 | √ | √ | 77.0 | 31.7 | 36.6 | ||
DFENet | √ | √ | 78.4 | 34.7 | 38.1 | ||
GC10-DET | FCOS | Resnet50 | Â | Â | 60.5 | 19.4 | 27.2 |
DLA-FCOS(Ours) | DFENet | √ | √ | 67.7 | 30.3 | 33.2 |
