Object Detection on GPR defect dataset (test)
95.5PrecisionSSD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SSDType=Single-stage, Training Epochs=1602025.12 | 95.5 | 75 | 92.4 | |
| YOLOv3-tinyType=Single-stage, Training Epochs=1602025.12 | 95.2 | 84.7 | 93.1 | |
| MCGA-NetType=Single-stage, Modules=MCFF and GAM, Training Epochs=1602025.12 | 92.8 | 92.8 | 95.9 | |
| YOLOv8+MCFFType=Single-stage, Module=MCFF, Training Epochs=1602025.12 | 92.6 | 92.7 | 95.7 | |
| YOLOv5Type=Single-stage, Training Epochs=1602025.12 | 91.4 | 90.4 | 94.3 | |
| YOLOv8Type=Single-stage, Training Epochs=1602025.12 | 89.1 | 92.5 | 94.8 | |
| YOLOv6Type=Single-stage, Training Epochs=1602025.12 | 88.7 | 92.4 | 95.1 | |
| Faster R-CNNType=Two-stage, Training Epochs=1602025.12 | 37.4 | 83.3 | 73.5 |