Table 7 Precision, recall, and F1 scores for the DogFACS variables detection.
From: Dog facial landmarks detection and its applications for facial analysis
Variable | Precision | Recall | F1 | % Anomalies |
|---|---|---|---|---|
Blink | 0.240 | 0.618 | 0.345 | 9.62 |
Inner brow raiser | 0.193 | 0.410 | 0.263 | 12.7 |
Jaw drop | 0.114 | 0.390 | 0.176 | 10.16 |
Nose wrinkler & upper lip raiser | 0.221 | 0.692 | 0.335 | 9.18 |
Lip corner puller | 0.333 | 0.636 | 0.438 | 8.15 |
Lower lip depressor | 0.204 | 0.454 | 0.281 | 6.3 |
Upper lip raiser | 0.098 | 0.555 | 0.167 | 6.31 |
Tongue show | 0.222 | 0.600 | 0.324 | 8.44 |
Nose lick | 0.166 | 0.733 | 0.270 | 6.4 |
Ears flattener | 0.278 | 0.201 | 0.233 | 58.78 |
Ears forward | 0.437 | 0.380 | 0.407 | 50.92 |
Ears adductor | 0.189 | 0.478 | 0.271 | 25.69 |
Average | 0.224 | 0.512 | 0.292 |