CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA
74.9Attack Accuracy
4
CelebA-HQ
84.09Accuracy (Inner face)
4
CelebA
11.84NMEL
4
CelebA subset of 40k images
92.6Accuracy (5S)
4
CelebA (bias-conflicting)
53.7Accuracy
4
CelebA (unbiased)
75.93Accuracy
4
CelebA (bias-conflicting)
87.45Accuracy
4
CelebA unbiased
91.21Accuracy
4
MM CelebA-HQ
10.31FID
4
CelebA (test)
36.21PSNR
4
CelebA-HQ
21.24FID
4
CelebA 128x128
23.11FID
4
CelebA 64 x 64
1.83NLL (bits/dim)
4
CelebA Blurry Young v1 (test)
88.64Unbiased Accuracy (Blurry)
4
CelebA Blurry Pale Skin v1 (test)
87.82Unbiased Acc (Blurry)
4
CelebA Straight Hair / Big Lips v1 (test)
77.06Unbiased Accuracy (Straight Hair)
4
CelebA Straight Hair Oval Face v1 (test)
78.33Unbiased Acc (Straight Hair)
4
CelebA Blond Hair / Wearing Lipstick v1 (test)
89.09Unbiased Acc (Blond Hair)
4
CelebA Blond Hair Heavy Makeup v1 (test)
90.38Unbiased Acc (Blond Hair)
4
CelebA private identities
82Attack Accuracy
4
CelebA 64x64 (test)
0.09KID
4
CelebA 64x64 (test)
0.55Accuracy
4
CelebA (val)
81.4F1 Score
4
CelebA Bald (held-out)
0.615ROC AUC
4
CelebA Blond Hair (held-out)
0.593ROC-AUC
4