Object Detection on MRTMD native 4K (test)
45.2PrecisionYOLO11-4K
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| YOLO11-4KClass=Bicycle, Resolution=4K2025.12 | 45.2 | 2.23 | 23.2 | 13.5 | |
| YOLOv5Class=Bicycle, Resolution=4K2025.12 | 17.6 | 8.05 | 9.78 | 4.17 | |
| YOLOv8Class=Motorcycle, Resolution=4K2025.12 | 16 | 38.5 | 11.8 | 6.7 | |
| YOLO11Class=Motorcycle, Resolution=4K2025.12 | 13.6 | 36 | 9.37 | 6.34 | |
| YOLO11-4KClass=All, Resolution=4K2025.12 | 11.7 | 7.61 | 6 | 3.52 | |
| YOLOv8Class=Bicycle, Resolution=4K2025.12 | 8.49 | 2.11 | 4.34 | 1.17 | |
| YOLOv8Class=All, Resolution=4K2025.12 | 6.26 | 20.8 | 4.1 | 2.01 | |
| YOLOv5Class=All, Resolution=4K2025.12 | 5.34 | 13 | 2.93 | 1.4 | |
| YOLO11Class=All, Resolution=4K2025.12 | 4.38 | 21.8 | 2.84 | 1.71 | |
| YOLO11Class=Bicycle, Resolution=4K2025.12 | 3.33 | 0.558 | 1.68 | 0.311 | |
| YOLOv5Class=Bus, Resolution=4K2025.12 | 2.76 | 1.52 | 1.41 | 1.07 | |
| YOLO11-4KClass=Motorcycle, Resolution=4K2025.12 | 1.51 | 3.15 | 0.777 | 0.527 | |
| YOLOv5Class=Motorcycle, Resolution=4K2025.12 | 0.951 | 0.887 | 0.48 | 0.342 | |
| YOLO11Class=Bus, Resolution=4K2025.12 | 0.556 | 0.629 | 0.282 | 0.194 | |
| YOLOv8Class=Bus, Resolution=4K2025.12 | 0.507 | 0.891 | 0.259 | 0.172 | |
| YOLO11-4KClass=Bus, Resolution=4K2025.12 | 0.0844 | 0.0524 | 0.0426 | 0.0299 | |
| YOLOv5Class=Car, Resolution=4K2025.12 | 0.0461 | 41.7 | 0.0346 | 0.0149 | |
| YOLOv8Class=Car, Resolution=4K2025.12 | 0.0225 | 41.7 | 0.017 | 0.0052 | |
| YOLO11Class=Car, Resolution=4K2025.12 | 0.0211 | 50 | 0.0182 | 0.0067 | |
| YOLO11-4KClass=Car, Resolution=4K2025.12 | 0.0155 | 25 | 0.01 | 0.0054 |