Attribute Classification (Blurry) on CelebA
89.79Unbiased AccuracyBPA
Evaluation Results
| Method | Links | |
|---|---|---|
| BPABiases=Gender, Wearing Lipstick, Supervision Type=Unsupervised2021.08 | 89.79 | |
| BPABiases=Gender, Wearing Necklace, Supervision Type=Unsupervised2021.08 | 89.6 | |
| BPABiases=Gender, Smiling, Supervision Type=Unsupervised2021.08 | 89.32 | |
| BPABiases=Gender, Heavy Makeup, Supervision Type=Unsupervised2021.08 | 89.09 | |
| BPABiases=Gender, Supervision Type=Unsupervised2021.08 | 88.93 | |
| BPABiases=Gender, Young, Supervision Type=Unsupervised2021.08 | 88.66 | |
| BPABiases=Gender, Big Nose, Supervision Type=Unsupervised2021.08 | 88.57 | |
| BPABiases=Average, Supervision Type=Unsupervised2021.08 | 88.44 | |
| Group DROBiases=Gender, Smiling, Supervision Type=Supervised2021.08 | 87.87 | |
| Group DROBiases=Gender, Big Nose, Supervision Type=Supervised2021.08 | 87.11 | |
| Group DROBiases=Gender, Supervision Type=Supervised2021.08 | 87.05 | |
| Group DROBiases=Gender, Young, Supervision Type=Supervised2021.08 | 85.39 | |
| Group DROBiases=Gender, Wearing Necklace, Supervision Type=Supervised2021.08 | 85.33 | |
| BPABiases=Gender, No Beard, Supervision Type=Unsupervised2021.08 | 84.06 | |
| LfF*Biases=Gender, Wearing Lipstick, Supervision Type=Unsupervised2021.08 | 83.21 | |
| Group DROBiases=Average, Supervision Type=Supervised2021.08 | 82.69 | |
| Group DROBiases=Gender, No Beard, Supervision Type=Supervised2021.08 | 81.07 | |
| BaselineBiases=Gender, Wearing Lipstick, Supervision Type=Unsupervised2021.08 | 79.88 | |
| Group DROBiases=Gender, Wearing Lipstick, Supervision Type=Supervised2021.08 | 79.88 | |
| LfF*Biases=Gender, No Beard, Supervision Type=Unsupervised2021.08 | 79.84 | |
| LfF*Biases=Gender, Heavy Makeup, Supervision Type=Unsupervised2021.08 | 79.55 | |
| LfF*Biases=Average, Supervision Type=Unsupervised2021.08 | 79.08 | |
| BaselineBiases=Gender, No Beard, Supervision Type=Unsupervised2021.08 | 78.91 | |
| LfF*Biases=Gender, Wearing Necklace, Supervision Type=Unsupervised2021.08 | 78.07 | |
| LfF*Biases=Gender, Smiling, Supervision Type=Unsupervised2021.08 | 78.04 | |
| LfF*Biases=Gender, Young, Supervision Type=Unsupervised2021.08 | 77.77 | |
| LfF*Biases=Gender, Big Nose, Supervision Type=Unsupervised2021.08 | 77.11 | |
| LfF*Biases=Gender, Supervision Type=Unsupervised2021.08 | 76.7 | |
| BaselineBiases=Gender, Heavy Makeup, Supervision Type=Unsupervised2021.08 | 75.37 | |
| BaselineBiases=Average, Supervision Type=Unsupervised2021.08 | 74.88 | |
| BaselineBiases=Gender, Smiling, Supervision Type=Unsupervised2021.08 | 73.31 | |
| BaselineBiases=Gender, Supervision Type=Unsupervised2021.08 | 73.05 | |
| BaselineBiases=Gender, Young, Supervision Type=Unsupervised2021.08 | 72.97 | |
| Group DROBiases=Gender, Heavy Makeup, Supervision Type=Supervised2021.08 | 72.17 | |
| BaselineBiases=Gender, Big Nose, Supervision Type=Unsupervised2021.08 | 71.89 | |
| BaselineBiases=Gender, Wearing Necklace, Supervision Type=Unsupervised2021.08 | 71.8 |