Object Detection on 3D GPR field detection dataset (test)
0.962PrecisionDCO-YOLO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DCO-YOLOFPS=75.88, Hardware=NVIDIA RTX 3060, Training Epochs=1202025.12 | 0.962 | 0.933 | 0.967 | |
| YOLOv11FPS=65.34, Hardware=NVIDIA RTX 3060, Training Epochs=1202025.12 | 0.942 | 0.912 | 0.958 | |
| SSDFPS=56.41, Hardware=NVIDIA RTX 3060, Training Epochs=1202025.12 | 0.924 | 0.87 | 0.937 | |
| YOLOv5FPS=64.93, Hardware=NVIDIA RTX 3060, Training Epochs=1202025.12 | 0.923 | 0.89 | 0.952 | |
| YOLOv8FPS=72.65, Hardware=NVIDIA RTX 3060, Training Epochs=1202025.12 | 0.922 | 0.92 | 0.954 | |
| YOLOv10FPS=63.61, Hardware=NVIDIA RTX 3060, Training Epochs=1202025.12 | 0.884 | 0.867 | 0.936 | |
| Faster R-CNNFPS=6.88, Hardware=NVIDIA RTX 3060, Training Epochs=1202025.12 | 0.732 | 0.849 | 0.846 |