Object Detection on TornadoNet
46.05mAP@0.5YOLO11x
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| YOLO11xK=0, lambda=0, FPS=66, Params (M)=56.82026.03 | 46.05 | 49.4 | 85.2 | 0.76 | |
| YOLOv8lK=0, lambda=0, FPS=91, Params (M)=43.62026.03 | 42.09 | 46.41 | 84.19 | 0.78 | |
| YOLOv8xK=0, lambda=0, FPS=68, Params (M)=68.12026.03 | 41.84 | 46.24 | 83.04 | 0.81 | |
| YOLO11nK=0, lambda=0, FPS=239, Params (M)=2.62026.03 | 41.14 | 45.73 | 84.79 | 0.77 | |
| YOLOv8nK=0, lambda=0, FPS=276, Params (M)=3.02026.03 | 40.98 | 45.11 | 84.01 | 0.78 | |
| YOLO11lK=0, lambda=0, FPS=96, Params (M)=25.32026.03 | 40.44 | 44.41 | 83.75 | 0.79 | |
| RT-DETR-LK=0, lambda=0, FPS=78, Params (M)=32.02026.03 | 39.87 | 44.77 | 88.13 | 0.65 | |
| RT-DETR-XK=0, lambda=0, FPS=79, Params (M)=65.52026.03 | 35.75 | 41.54 | 87.74 | 0.67 |