. Author manuscript; available in PMC: 2023 Jan 9.

Published in final edited form as: Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2022 Sep 27;2022:2161–2170. doi: 10.1109/cvpr52688.2022.00221

Table 2. Behavior Classification Results on Fly.

“FlyTracker” represents classifiers using hand-crafted inputs from [15]. The self-supervised keypoints all use the same “generic features” computed on all keypoints: speed, acceleration, distance, and angle.

Fly	MAP
Hand-crafted features
FlyTracker [15]	.809 ± .013

Self-supervised + generic features
Image Recon.	.500 ± .024
Image Recon. bbox^†	.750 ± .020
Ours	.727 ± .022

^†

refers to models that require bounding box inputs before keypoint estimation. Mean and std dev from 5 classifier runs are shown.