Small Ball Detection and Tracking on Soccer
88.3F1 ScoreWASB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WASBStep=3, # param.=1.5M, FPS=55.7, distance threshold (τ)=42023.11 | 88.3 | 97.9 | 83.6 | |
| WASBStep=1, # param.=1.5M, FPS=23.6, distance threshold (τ)=42023.11 | 88.2 | 97.9 | 86.2 | |
| TrackNetV2# param.=11.3M, FPS=66, distance threshold (τ)=42023.11 | 86.6 | 97.7 | 77.2 | |
| MonoTrack# param.=2.9M, FPS=58, distance threshold (τ)=42023.11 | 85.2 | 97.4 | 78.6 | |
| ResTrackNetV2# param.=1.2M, FPS=56.2, distance threshold (τ)=42023.11 | 84.6 | 97.4 | 75.5 | |
| DeepBall-Large# param.=1.0M, FPS=42, distance threshold (τ)=42023.11 | 44.9 | 89.5 | 34 | |
| DeepBall# param.=0.1M, FPS=44.6, distance threshold (τ)=42023.11 | 44.5 | 92.7 | 26.3 | |
| BallSeg# param.=12.7M, FPS=64.8, distance threshold (τ)=42023.11 | 36.1 | 92.6 | 20 |