Blond Hair Attribute Classification on CelebA (Unbiased Accuracy)
92.62Unbiased AccuracyBPA
Evaluation Results
| Method | Links | |
|---|---|---|
| BPABiases=Gender, Wearing Necklace, Supervision Type=Unsupervised2021.08 | 92.62 | |
| Group DROBiases=Gender, Wearing Necklace, Supervision Type=Supervised2021.08 | 92.26 | |
| BPABiases=Gender, Heavy Makeup, Supervision Type=Unsupervised2021.08 | 91.9 | |
| Group DROBiases=Gender, Smiling, Supervision Type=Supervised2021.08 | 91.73 | |
| BPABiases=Gender, Wearing Lipstick, Supervision Type=Unsupervised2021.08 | 91.63 | |
| Group DROBiases=Gender, Supervision Type=Supervised2021.08 | 91.39 | |
| Group DROBiases=Gender, Big Nose, Supervision Type=Supervised2021.08 | 90.83 | |
| BPABiases=Average, Supervision Type=Unsupervised2021.08 | 90.79 | |
| BPABiases=Gender, Big Nose, Supervision Type=Unsupervised2021.08 | 90.58 | |
| BPABiases=Gender, Supervision Type=Unsupervised2021.08 | 90.18 | |
| BPABiases=Gender, No Beard, Supervision Type=Unsupervised2021.08 | 89.92 | |
| BPABiases=Gender, Smiling, Supervision Type=Unsupervised2021.08 | 89.85 | |
| BPABiases=Gender, Young, Supervision Type=Unsupervised2021.08 | 89.05 | |
| LfF*Biases=Gender, Heavy Makeup, Supervision Type=Unsupervised2021.08 | 88.82 | |
| Group DROBiases=Gender, Young, Supervision Type=Supervised2021.08 | 87.96 | |
| Group DROBiases=Average, Supervision Type=Supervised2021.08 | 87.83 | |
| Group DROBiases=Gender, Wearing Lipstick, Supervision Type=Supervised2021.08 | 85.93 | |
| Group DROBiases=Gender, No Beard, Supervision Type=Supervised2021.08 | 85.01 | |
| LfF*Biases=Gender, Supervision Type=Unsupervised2021.08 | 84.89 | |
| LfF*Biases=Gender, Wearing Lipstick, Supervision Type=Unsupervised2021.08 | 84.13 | |
| LfF*Biases=Gender, Big Nose, Supervision Type=Unsupervised2021.08 | 84.1 | |
| BaselineBiases=Gender, Heavy Makeup, Supervision Type=Unsupervised2021.08 | 83.64 | |
| LfF*Biases=Average, Supervision Type=Unsupervised2021.08 | 83.53 | |
| LfF*Biases=Gender, Smiling, Supervision Type=Unsupervised2021.08 | 82.91 | |
| LfF*Biases=Gender, No Beard, Supervision Type=Unsupervised2021.08 | 82.51 | |
| LfF*Biases=Gender, Young, Supervision Type=Unsupervised2021.08 | 81.21 | |
| BaselineBiases=Gender, Big Nose, Supervision Type=Unsupervised2021.08 | 81.18 | |
| Group DROBiases=Gender, Heavy Makeup, Supervision Type=Supervised2021.08 | 81.09 | |
| LfF*Biases=Gender, Wearing Necklace, Supervision Type=Unsupervised2021.08 | 81.03 | |
| BaselineBiases=Gender, Supervision Type=Unsupervised2021.08 | 80.42 | |
| BaselineBiases=Gender, Wearing Lipstick, Supervision Type=Unsupervised2021.08 | 80.34 | |
| BaselineBiases=Average, Supervision Type=Unsupervised2021.08 | 80.29 | |
| BaselineBiases=Gender, Smiling, Supervision Type=Unsupervised2021.08 | 79.75 | |
| BaselineBiases=Gender, No Beard, Supervision Type=Unsupervised2021.08 | 79.5 | |
| BaselineBiases=Gender, Wearing Necklace, Supervision Type=Unsupervised2021.08 | 79.25 | |
| BaselineBiases=Gender, Young, Supervision Type=Unsupervised2021.08 | 78.39 |