Object Detection on DroneTrashNet Augmented
81.06mAP@.50:.95YOLOv8n
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YOLOv8nParams=3.01 M, FLOPs=4.04, Model Size (MB)=6.25, Latency (ms)=22.72025.11 | 81.06 | 95.41 | 87.56 | |
| YOLOv11nParams=2.58 M, FLOPs=3.16, Model Size (MB)=5.47, Latency (ms)=17.52025.11 | 80.57 | 94.71 | 86.67 | |
| YOLOv5nParams=2.50 M, FLOPs=3.53, Model Size (MB)=5.27, Latency (ms)=13.92025.11 | 80.3 | 95.5 | 87.09 | |
| YOLOv10nParams=2.27 M, FLOPs=3.27, Model Size (MB)=5.75, Latency (ms)=26.42025.11 | 78.71 | 93.43 | 84.72 | |
| YOLO-SATParams=2.17 M, FLOPs=2.91, Model Size (MB)=4.67, Latency (ms)=16.32025.11 | 77.83 | 94.09 | 85.39 |