Visual attribute recognition on MAFL (test)
81.3Arched EyebrowsFaceNet (top-layer) + Unsupervised Discovery of Object Landmarks
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FaceNet (top-layer) + Unsupervised Discovery of Object LandmarksFeature Dimension=1882018.04 | 81.3 | 81.3 | 77.5 | 82.6 | 94.5 | 83.5 | 91.2 | 83.8 | 88.4 | 73.7 | 75 | 92.7 | 89.9 | 84.3 | |
| FaceNet (conv-layer) + Unsupervised Discovery of Object LandmarksFeature Dimension=18522018.04 | 80.1 | 81.8 | 77.2 | 82.3 | 94.7 | 82.1 | 90.8 | 85 | 88.6 | 74.5 | 73.6 | 92.4 | 90.5 | 84.1 | |
| Unsupervised Discovery of Object Landmarks (discovered landmarks)Feature Dimension=602018.04 | 79.4 | 80.9 | 76.9 | 82.3 | 94.5 | 82.5 | 88.4 | 81.3 | 88 | 73.2 | 73.7 | 92.1 | 88.8 | 83.2 | |
| FaceNet (conv-layer)Feature Dimension=17922018.04 | 78.8 | 81.5 | 77.4 | 80.5 | 94.6 | 77.3 | 90 | 80.9 | 88.4 | 74.2 | 73.6 | 92.4 | 81.5 | 82.4 | |
| FaceNet (top-layer)Feature Dimension=1282018.04 | 76.4 | 80.3 | 76.8 | 80.4 | 94.5 | 72.6 | 82.7 | 74.4 | 87.9 | 72.7 | 73.1 | 92.2 | 76.2 | 80 |