Widely Applicable Strong Baseline for Sports Ball Detection and Tracking

Benchmark Model Rank Results
sports-ball-detection-and-tracking-onWASB (Step=1)#1F1 (%): 93.1Accuracy (%): 89.0Average Precision (%): 91.6
sports-ball-detection-and-tracking-onWASB (Step=3)#2F1 (%): 91.6Accuracy (%): 87.0Average Precision (%): 88.5
sports-ball-detection-and-tracking-onResTrackNetV2#5F1 (%): 89.4Accuracy (%): 84.0Average Precision (%): 82.2
sports-ball-detection-and-tracking-onDeepBall-Large#8F1 (%): 50.6Accuracy (%): 36.8Average Precision (%): 59.5
sports-ball-detection-and-tracking-on-1WASB (Step=1)#1F1 (%): 88.0Accuracy (%): 80.0Average Precision (%): 83.2
sports-ball-detection-and-tracking-on-1WASB (Step=3)#2F1 (%): 86.5Accuracy (%): 77.9Average Precision (%): 79.9
sports-ball-detection-and-tracking-on-1ResTrackNetV2#4F1 (%): 84.2Accuracy (%): 74.7Average Precision (%): 74.7
sports-ball-detection-and-tracking-on-1DeepBall-Large#6F1 (%): 70.4Accuracy (%): 57.5Average Precision (%): 56.5
sports-ball-detection-and-tracking-on-2WASB (Step=1)#1F1 (%): 82.6Accuracy (%): 73.4Average Precision (%): 77.1
sports-ball-detection-and-tracking-on-2WASB (Step=3)#3F1 (%): 80.6Accuracy (%): 71.3Average Precision (%): 71.5
sports-ball-detection-and-tracking-on-2ResTrackNetV2#5F1 (%): 77.9Accuracy (%): 68.2Average Precision (%): 66.0
sports-ball-detection-and-tracking-on-2DeepBall-Large#6F1 (%): 57.2Accuracy (%): 47.5Average Precision (%): 36.6
sports-ball-detection-and-tracking-on-sbdtWASB (Step=3)#1F1 (%): 88.3Accuracy (% ): 97.9Average Precision (%): 83.6
sports-ball-detection-and-tracking-on-sbdtWASB (Step=1)#2F1 (%): 88.2Accuracy (% ): 97.9Average Precision (%): 86.2
sports-ball-detection-and-tracking-on-sbdtResTrackNetV2#5F1 (%): 84.6Accuracy (% ): 97.4Average Precision (%): 75.5
sports-ball-detection-and-tracking-on-sbdtDeepBall-Large#6F1 (%): 44.9Accuracy (% ): 89.5Average Precision (%): 34.0
sports-ball-detection-and-tracking-on-tennisWASB (Step=1)#1F1 (%): 95.6Accuracy (%): 91.8Average Precision (%): 94.2
sports-ball-detection-and-tracking-on-tennisWASB (Step=3)#2F1 (%): 94.0Accuracy (%): 89.0Average Precision (%): 91.0
sports-ball-detection-and-tracking-on-tennisResTrackNetV2#4F1 (%): 90.3Accuracy (%): 82.8Average Precision (%): 81.7
sports-ball-detection-and-tracking-on-tennisDeepBall-Large#8F1 (%): 46.7Accuracy (%): 31.6Average Precision (%): 35.1