SAFR was tested against the Large-scale CelebFaces Attributes (CelebA) Dataset for gender detection accuracy. Below table provides results of this testing.
CelebA Accuracy | CelebA False Male Rate (41.69% Male) | CelebA False Female Rate (58.31% Female) |
---|---|---|
98.3% | 2.5% of actual males (1.25% of entire set) | 1.2% of actual females (0.6% of entire set) |
False male rate is number of females who were falsely reported as male. Likewise, False female rate is number of males falsely reported as females.