Object Detection on Raw UAV Imagery Patches (test)
62.7mAPYOLO11
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| YOLO11Training Regime=Raw2025.09 | 62.7 | 92.8 | 71.3 | 70.7 | 98.7 | 80.5 | |
| YOLO12Training Regime=Raw2025.09 | 62.3 | 92.4 | 70.4 | 71.1 | 98.5 | 79.5 | |
| YOLOv8Training Regime=Raw2025.09 | 61.5 | 91.3 | 69.1 | 70.2 | 98.2 | 77.9 | |
| YOLOv9Training Regime=Raw2025.09 | 61.5 | 91 | 69.9 | 69.5 | 96.9 | 78.7 | |
| RT-DETRv2Training Regime=Raw2025.09 | 60.7 | 91.6 | 68.4 | 69.9 | 97.2 | 79.7 | |
| YOLOv10Training Regime=Raw2025.09 | 60.2 | 89.4 | 67 | 68 | 95.5 | 76.4 | |
| RT-DETRv1Training Regime=Raw2025.09 | 59.4 | 88.7 | 65.6 | 68.4 | 96.3 | 74.6 | |
| YOLOv9Training Regime=Orthomosaic2025.09 | 55 | 85.3 | 62.6 | 63.7 | 92.4 | 71.7 | |
| RT-DETRv2Training Regime=Orthomosaic2025.09 | 54.6 | 86 | 62.1 | 65.5 | 95.3 | 74.5 | |
| YOLO12Training Regime=Orthomosaic2025.09 | 54.5 | 87.3 | 59.2 | 64.4 | 95.2 | 71.4 | |
| RT-DETRv1Training Regime=Orthomosaic2025.09 | 53.4 | 86.4 | 58.3 | 63.2 | 94.2 | 69.8 | |
| YOLOv8Training Regime=Orthomosaic2025.09 | 53 | 83.7 | 58.7 | 61 | 90 | 67.5 | |
| YOLO11Training Regime=Orthomosaic2025.09 | 52.6 | 84.9 | 57.2 | 61.7 | 91.1 | 67.5 | |
| YOLOv10Training Regime=Orthomosaic2025.09 | 51.1 | 82.4 | 54.8 | 59.9 | 88.4 | 64.6 |