CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA
1Training Time
7
CelebA
0.058L1 Fidelity
7
CelebA
0.031L2 Distance
7
CelebA
0.03L2 Distance
7
CelebA
0.279L2 Distance
7
CelebAMask-HQ
81.6mIoU
7
CelebA Blond Hair HQ (test)
1.386EPR
7
CelebA Beards HQ (test)
2.161EPR
7
CelebA Young HQ (test)
1.817EPR
7
CelebA Big Nose HQ (test)
1.06EPR
7
CelebA Smiling HQ (test)
4.465EPR
7
CelebA Dialog 3 domains
46.17FID
7
CelebA Dialog 2 domains
45.77FID
7
CelebA Dialog 1 domain
45.5FID
7
CelebA-HQ
0.004VGG Error
7
CelebA T=a, S=br
82.52Accuracy
7
CelebA T=s, S=m
94.27Accuracy
7
CelebA (T=a, S=m)
84.01Accuracy
7
CelebA-HQ 8x SR (test)
24.09PSNR
7
CelebA (test)
32.94PSNR (dB)
7
CelebA
10Training Time (min)
7
CelebA-HQ
0.07LPIPS
7
CelebA (test)
0.645SSIM
7
CelebA
0.727Precision
7
CelebA-ABMNSW (test)
91.37Accuracy
7