Ball Detection on Ball Tracking Dataset Front Labeling Convention (test)
95.58F1 ScoreWASB
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| WASBsteps=1, #Params (M)=1.5, FPS=422025.09 | 95.58 | 91.9 | 95.1 | 97.08 | 94.15 | |
| WASBsteps=3, #Params (M)=1.5, FPS=952025.09 | 94.23 | 89.62 | 91.82 | 93.89 | 94.57 | |
| TrackNetV3#Params (M)=17.8, FPS=772025.09 | 93.74 | 88.35 | — | 99.64 | 88.5 | |
| Monotrack#Params (M)=2.9, FPS=1152025.09 | 93.6 | 88.55 | 87.97 | 93.13 | 94.07 | |
| TrackNetV2#Params (M)=11.3, FPS=852025.09 | 90.37 | 83.25 | 85.07 | 89.79 | 90.96 | |
| ResTrackNetV2#Params (M)=1.2, FPS=1122025.09 | 87.03 | 78.11 | 75.53 | 86.76 | 87.9 | |
| BallSeg#Params (M)=12.7, FPS=402025.09 | 85.09 | 75.47 | 75.58 | 63.67 | 27.15 | |
| DeepBall-Large#Params (M)=1.1, FPS=512025.09 | 52.4 | 36.93 | 55.42 | 89.82 | 36.99 | |
| DeepBall#Params (M)=0.1, FPS=652025.09 | 39.36 | 26.21 | 42.96 | 86.86 | 25.45 |