Fig. 2: A comparison of basic tracking parameters in the open field test. | Neuropsychopharmacology

Fig. 2: A comparison of basic tracking parameters in the open field test.

From: Deep learning-based behavioral analysis reaches human accuracy and is capable of outperforming commercial solutions

Fig. 2

a Schematic showing the workflow of the comparison between systems. b, c Distance and time in center as reported by DeepLabCut (with post-hoc analysis), EthoVision XT14, and the TSE Multi Conditioning System (TSE). d, e Correlation analysis of the performance of the different systems. Data expressed as mean ± standard error of the mean. Colors represent individual animals and are consistent across analysis techniques for direct comparison (n = 20) ****p < 0.0001.

Back to article page