Ball Detection on Proposed Ball Tracking Dataset Mid. Labeling Convention (test)
96F1WASB
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| WASBsteps=1, #Params (M)=1.5, FPS=422025.09 | 96 | 92.56 | 96.85 | 97.77 | 94.5 | |
| TrackNetV3#Params (M)=17.8, FPS=772025.09 | 95.93 | 92.28 | — | 99.66 | 92.48 | |
| WASBsteps=3, #Params (M)=1.5, FPS=952025.09 | 95.77 | 92.26 | 94.66 | 95.23 | 96.31 | |
| Monotrack#Params (M)=2.9, FPS=1152025.09 | 94.97 | 90.89 | 91.26 | 94.93 | 96.36 | |
| ResTrackNetV2#Params (M)=1.2, FPS=1122025.09 | 91.81 | 85.61 | 86.58 | 89.02 | 94.78 | |
| TrackNetV2#Params (M)=11.3, FPS=852025.09 | 91.61 | 85.27 | 86.88 | 88.38 | 95.09 | |
| BallSeg#Params (M)=12.7, FPS=402025.09 | 89.01 | 81.33 | 81.56 | 83.56 | 35.94 | |
| DeepBall-Large#Params (M)=1.1, FPS=512025.09 | 71.72 | 56.66 | 75.03 | 94.12 | 57.94 | |
| DeepBall#Params (M)=0.1, FPS=652025.09 | 57.14 | 41.36 | 61.4 | 91.52 | 41.54 |