CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA (test)
39.89PSNR
8
CelebA 100 images (test)
31.87PSNR
8
CelebA official tool with DDIM (test)
10.28FID
8
CelebA
34.65PSNR
8
CelebA
33.31PSNR
8
CelebA D_r retain set (test)
96.6Accuracy
8
CelebA forget set (test)
98.2Accuracy
8
CelebA extended (test)
88.4mAP
8
CelebA D_f (test)
88.7mAP
8
CelebA standard (test)
1Precision@10
8
CelebA
88Gen2Real Accuracy
8
CelebA-HQ
85.72Accuracy
8
CelebA (test)
5.42FID
8
CelebA-HQ
11.35FID
8
CelebA-HQ
0.058LPIPS
8
CelebA (test)
0.883Mean Concept AUC
8
CelebA-HQ (test)
27.24PSNR
8
CelebA-HQ Half mask (test)
0.21LPIPS
8
CelebA-HQ (train)
0.889SDS
8
CelebA with irregular mask 40-60% mask ratio
24.5PSNR
8
CelebA with irregular mask 20-40% mask ratio
29.31PSNR
8
CelebA with irregular mask 0-20% mask ratio
36.44PSNR
8
CelebA-HQ-256 (test)
0.059LPIPS
8
CelebA-HQ-256 (test)
0.372LPIPS
8
CelebA 64x64 (test)
36.73FID
8