Table 1. A comparison between Selfee (Self-supervised Features Extraction) extracted features and animal-tracking derived features.

Evaluationssetups	Pearson’s R	F1 score	AP
Selfee	0.774 *	0.629 *	0.354
FlyTracker ->FlyTracker	0.756	0.571	0.330
FlyTracker ->JAABA	0.755	0.613	0.346
FlyTracker (w/o legs) ->distance	0.771	0.613	0.374 *
FlyTracker (w/ legs) ->distance	0.629	0.400	0.256

^*Best results of different feature extractors under each evaluation metric are indicated in bold values.