Object Detection on High-Density Intersection Dataset
98.65PrecisionYOLOUAV
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| YOLOUAVDetection Time (ms)=392024.11 | 98.65 | 89.47 | 88.72 | 65.24 | |
| YOLOv8Detection Time (ms)=*322024.11 | 95.23 | 88.17 | 87.55 | 64.76 | |
| YOLOv7Detection Time (ms)=382024.11 | 93.35 | 86.22 | 85.15 | 60.31 | |
| Cascade R-CNNDetection Time (ms)=502024.11 | 91.57 | 85.42 | 83.72 | 59.04 | |
| YOLOv5Detection Time (ms)=412024.11 | 90.57 | 83.63 | 81.92 | 56.87 | |
| Faster R-CNNDetection Time (ms)=522024.11 | 90.16 | 83.72 | 82.04 | 57.45 | |
| RetinaNetDetection Time (ms)=482024.11 | 90.05 | 82.84 | 80.93 | 56.17 | |
| YOLOv4Detection Time (ms)=432024.11 | 89.13 | 81.42 | 79.52 | 54.14 |