CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA first 150 classes (test)
2Count of User-Selected Similar Samples
4
CelebA-HQ
0.239CLIP-T Score
4
CelebA Blond Hair 64x64 (test)
6.3Bias Range (%)
4
CelebA Smiling 64x64 (test)
1.6Bias Range (%)
4
CelebA 50 identities
82.71Top-1 Accuracy
4
CelebA
97Smiling Score
4
CelebA YCbCr aligned and cropped (test)
4,517NLL
4
CelebA
93.5Average AUROC
4
CelebA
63.3MIA Accuracy (SGD)
4
CelebA
0.256Average Running Time (seconds)
4
CelebA
36,304Peak GPU Memory Utilization (MiB)
4
CelebA 128 x 128
34.82PSNR
4
CelebA TV2I 1.0 (test val)
0.807ID Distance
4
CelebA-HQ Silencer-I
71.05SSIM
4
CelebA-HQ AdvDM(-)
0.727SSIM
4
CelebA-HQ Faceshield
0.91SSIM
4
CelebA-HQ Antiforgery
0.911SSIM
4
CelebA-HQ DF_RAP
87.61SSIM
4
CelebA-HQ Silencer-I
86.71SSIM
4
CelebA-HQ PhotoGuard
0.808SSIM
4
CelebA-HQ (test)
17.76FID (+Smile)
4
CelebA-HQ
26.14PSNR
4
CelebA 64x64 (test)
80.04Training Time (s)
4
CelebA 128x128
166.14Training Time (s)
4
CelebA Bangs
85.52PUL
4