Table 1: Accuracy of the system.

From: Automated home-cage behavioural phenotyping of mice

 Our systemCleverSys commercial systemHuman ('Annotator group 2')
'Set B' (1.6 h of video)77.3%/76.4%60.9%/64.0%71.6%/75.7%
'Full database' (over 10 h of video)78.3%/77.1%61.0%/65.8% 
  1. Accuracies are reported as averaged across frames/across behaviours (underlined numbers, computed as the average of the diagonal entities in Figure 3 confusion matrix; chance level is 12.5% for an eight-class classification problem).