CelebA-HQ
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA-HQ Gender Target (Y) (test)
0.019LPIPS
3
CelebA-HQ Gender Background (X) (test)
0.016LPIPS
3
CelebA-HQ (test)
86GPT-4V Score
3
CelebA-HQ 1024 x 1024
28.9PSNR
3
CelebA-HQ out-of-distribution (12x) (test)
23.06PSNR
3
CelebA-HQ out-of-distribution (10x) (test)
23.46PSNR
3
CelebA-HQ in-distribution (7x) (test)
25.09PSNR
3
CelebA-HQ (test)
10.25TC Score
3
CelebA-HQ 256 (test)
0.17Sdir
3
CelebA-HQ 12 (test)
75.7Classification Accuracy
2
CelebA-HQ (entire)
29.24PSNR
2
CelebA-HQ Alternating Lines masks (test)
1.221FID
2
CelebA-HQ Narrow masks (test)
5.54FID
2
CelebA-HQ Wide masks (test)
10.356FID
2
CelebA-HQ unconditional 256 x 256
4.62FID
2
CelebA-HQ 256x256 29 (test)
5.73FID
2
CelebA-HQ 178x178
7,627Iterations
2
CelebA-HQ FCE (test)
5.99FID
2
CelebA-HQ 512 x 512 (test)
6.4FID
2
CelebA-HQ 256 x 256
1.87Density
2
CelebA-HQ 128 x 128
1.97Density
2
CelebA-HQ 256 standard (test)
0.992Bits/Dim
2
CelebA-HQ 256 x 256 (5bit)
0.61NLL (bits/dim)
2
CelebA-HQ attacked DreamBooth-generated
92Detection Percentage
1
CelebA-HQ original DreamBooth-generated
2.32Detection Percentage
1