Object Detection on Semantic Drone (remaining 100 images)
90.7mAP@50YOLO11x
Evaluation results
| Method | Links | ||
|---|---|---|---|
| YOLO11xTraining set size=300, Augmented=true2025.12 | 90.7 | 63.4 | |
| YOLO11xTraining set size=300, Augmented=false2025.12 | 89.8 | 61.3 | |
| YOLO11xTraining set size=200, Augmented=true2025.12 | 86.8 | 56.8 | |
| YOLO11xTraining set size=200, Augmented=false2025.12 | 81.9 | 51.3 | |
| YOLO11xTraining set size=100, Augmented=true2025.12 | 74.5 | 44.1 | |
| YOLO11xTraining set size=100, Augmented=false2025.12 | 71.1 | 39.4 |