Small Ball Detection and Tracking on Tennis
95.6F1 ScoreWASB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WASBStep=1, # param.=1.5M, FPS=35.2, distance threshold (τ)=42023.11 | 95.6 | 91.8 | 94.2 | |
| WASBStep=3, # param.=1.5M, FPS=58.2, distance threshold (τ)=42023.11 | 94 | 89 | 91 | |
| MonoTrack# param.=2.9M, FPS=64.1, distance threshold (τ)=42023.11 | 92.1 | 85.9 | 87.3 | |
| ResTrackNetV2# param.=1.2M, FPS=59, distance threshold (τ)=42023.11 | 90.3 | 82.8 | 81.7 | |
| TrackNetV2# param.=11.3M, FPS=55.3, distance threshold (τ)=42023.11 | 89.4 | 81.4 | 80.6 | |
| BallSeg# param.=12.7M, FPS=62.7, distance threshold (τ)=42023.11 | 71.7 | 57.5 | 56.8 | |
| DeepBall# param.=0.1M, FPS=52.1, distance threshold (τ)=42023.11 | 47.4 | 32.3 | 47 | |
| DeepBall-Large# param.=1.0M, FPS=47.7, distance threshold (τ)=42023.11 | 46.7 | 31.6 | 35.1 |