Object Detection on Semantic Drone
87.4mAP@50YOLO11x + Generative Spatiotemporal Data Augmentation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| YOLO11x + Generative Spatiotemporal Data AugmentationTraining set size=200, Augmented=true2025.12 | 87.4 | 57.7 | |
| YOLO11xTraining set size=200, Augmented=false2025.12 | 83.2 | 51.8 | |
| YOLO11x + Generative Spatiotemporal Data AugmentationTraining set size=100, Augmented=true2025.12 | 75.7 | 44.4 | |
| YOLO11xTraining set size=100, Augmented=false2025.12 | 71.8 | 39.7 |