Small Ball Detection and Tracking on Badminton
0.931F1 ScoreWASB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WASBStep=1, # param.=1.5M, FPS=34.3, distance threshold (τ)=42023.11 | 0.931 | 0.89 | 0.916 | |
| WASBStep=3, # param.=1.5M, FPS=70.4, distance threshold (τ)=42023.11 | 0.916 | 0.87 | 0.885 | |
| MonoTrack# param.=2.9M, FPS=75.5, distance threshold (τ)=42023.11 | 0.909 | 0.859 | 0.849 | |
| TrackNetV2# param.=11.3M, FPS=77, distance threshold (τ)=42023.11 | 0.905 | 0.856 | 0.836 | |
| ResTrackNetV2# param.=1.2M, FPS=71.3, distance threshold (τ)=42023.11 | 0.894 | 0.84 | 0.822 | |
| BallSeg# param.=12.7M, FPS=75, distance threshold (τ)=42023.11 | 0.799 | 0.722 | 0.684 | |
| DeepBall# param.=0.1M, FPS=57.1, distance threshold (τ)=42023.11 | 0.524 | 0.386 | 0.6 | |
| DeepBall-Large# param.=1.0M, FPS=53, distance threshold (τ)=42023.11 | 0.506 | 0.368 | 0.595 |