Object Detection on Orthomosaic UAV Imagery (test)
62.5mAPYOLO11
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| YOLO11Training Regime=Orthomosaic2025.09 | 62.5 | 90.8 | 68.3 | 69.6 | 96.1 | 76.6 | |
| YOLO12Training Regime=Orthomosaic2025.09 | 62.3 | 90.5 | 67.7 | 70.6 | 97.1 | 76.7 | |
| YOLOv9Training Regime=Orthomosaic2025.09 | 61.8 | 90.8 | 67.8 | 68.6 | 95.5 | 75 | |
| RT-DETRv2Training Regime=Orthomosaic2025.09 | 61.3 | 90.6 | 66.8 | 71.3 | 97.5 | 79 | |
| YOLOv8Training Regime=Orthomosaic2025.09 | 60.8 | 89.7 | 66.2 | 67.9 | 94.6 | 73.8 | |
| YOLOv10Training Regime=Orthomosaic2025.09 | 60.7 | 89.5 | 67 | 67.6 | 93.9 | 74.4 | |
| RT-DETRv1Training Regime=Orthomosaic2025.09 | 57.1 | 85.9 | 60.9 | 67.4 | 96.9 | 72.3 | |
| YOLOv8Training Regime=Raw2025.09 | 39.8 | 65.8 | 40.7 | 54.7 | 84.5 | 57.6 | |
| RT-DETRv1Training Regime=Raw2025.09 | 38.9 | 66.2 | 39.2 | 53.5 | 87.2 | 54.9 | |
| YOLO12Training Regime=Raw2025.09 | 38 | 63.6 | 39.3 | 53.9 | 86 | 56.4 | |
| YOLO11Training Regime=Raw2025.09 | 37.9 | 64.9 | 38.5 | 52.9 | 83.9 | 56.5 | |
| YOLOv9Training Regime=Raw2025.09 | 37.4 | 63.6 | 38.4 | 49.7 | 79.5 | 51.6 | |
| YOLOv10Training Regime=Raw2025.09 | 37.2 | 61.9 | 37.8 | 48.3 | 74.7 | 50.9 | |
| RT-DETRv2Training Regime=Raw2025.09 | 36.3 | 63.1 | 36.1 | 52.6 | 83.3 | 54.4 |