CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA-HQ
72.79MUSIQ
12
CelebA-HQ
31.06PSNR (Rec)
12
CelebA HQ 256
17.5FID (50k samples)
12
CelebA 64 x 64 (test)
0CMMD
12
CelebA (test)
0.027MSE
12
CelebA-HQ
0.75FaceSim
12
CelebA-HQ
37FaceSim
12
CelebA ID dataset (test)
0.855F1 (Regeneration)
12
CelebA 478 landmarking tasks (test)
100Empirical Coverage (Cov)
12
CelebA-G (test)
93.53Accuracy (ε=10)
12
CelebA 40 concepts 1k samples (test)
58.3Steerability (%)
12
CelebA 8 concepts 1k samples (test)
59.9Steerability
12
CelebA (test)
3.1Misclassification Rate
12
CelebA
84.8Task Accuracy
12
Celeb-A (val)
10.54Deletion Score
12
CelebA Private Public
93.52Accuracy
12
GM-CelebA-HQ to GM-FFHQ
66.3Accuracy
12
CelebA
8.01Deletion Fidelity (Zero-shot)
12
CelebA-HQ-256 (test)
0.208LPIPS
12
CelebA 16x16 (test)
3.37Normalized Log-Likelihood
12
CelebA-HQ 512x512 (test)
27.81PSNR
12
CelebA
5.9KID
11
CelebA
7.7KID
11
CelebA (test)
12.01KID
11
CelebA (test)
35.23PSNR
11