Table 4 Results of ISC dataset evaluation.

From: The MacqD deep-learning-based model for automatic detection of socially housed laboratory macaques

 

Before tracking implementation

After tracking implementation

Model

Precision

Recall

F1

Precision

Recall

F1

MacqD - Macaque Curriculum

0.89

0.86

0.87

0.91

0.89

0.90

MacqD - Macaque Combine

0.92

0.82

0.87

0.90

0.82

0.86