Table 6 Accuracy, precision, recall, and F1 score comparison using different approaches for the video classification task.
From: Dog facial landmarks detection and its applications for facial analysis
Method | Acc. | Pr. | Rec. | F1 |
|---|---|---|---|---|
DogFACS (automated) | 0.66 | 0.64 | 0.67 | 0.66 |
DogFACS (manual) | 0.72 | 0.71 | 0.71 | 0.71 |
Deep learning | 0.89 | 0.89 | 0.89 | 0.89 |
Landmarks (ours) | 0.76 | 0.76 | 0.60 | 0.67 |
