Small Ball Detection and Tracking on Basketball
82.6F1 ScoreWASB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WASBStep=1, # param.=1.5M, FPS=22.3, distance threshold (τ)=42023.11 | 82.6 | 73.4 | 77.1 | |
| MonoTrack# param.=2.9M, FPS=32.1, distance threshold (τ)=42023.11 | 80.8 | 71.3 | 65.3 | |
| WASBStep=3, # param.=1.5M, FPS=30.2, distance threshold (τ)=42023.11 | 80.6 | 71.3 | 71.5 | |
| TrackNetV2# param.=11.3M, FPS=28, distance threshold (τ)=42023.11 | 78.8 | 69.3 | 64.6 | |
| ResTrackNetV2# param.=1.2M, FPS=38.2, distance threshold (τ)=42023.11 | 77.9 | 68.2 | 66 | |
| DeepBall-Large# param.=1.0M, FPS=30.9, distance threshold (τ)=42023.11 | 57.2 | 47.5 | 36.6 | |
| BallSeg# param.=12.7M, FPS=29.5, distance threshold (τ)=42023.11 | 16.8 | 20.5 | 5.3 | |
| DeepBall# param.=0.1M, FPS=30.3, distance threshold (τ)=42023.11 | 0 | 12.9 | 0 |