CelebA
Benchmarks
TaskDatasetSOTA resultTrendResults
CelebA-HQ
165.86FID
9
CelebA restructured (test)
96.89ID Accuracy
9
CelebA (OOD)
94.7Accuracy
9
CelebA (ID)
94.4Accuracy
9
CelebA-HQ-IDI-5 shared subset of 320 identities
74.1Identity Score
9
Aligned CelebA
25.47PSNR
9
CelebA noiseless
30.15PSNR
9
CelebA noiseless
25.53PSNR
9
CelebA noiseless
27.36PSNR
9
CelebA (test)
31.87PSNR
9
CelebA-RAG
1.8DAR
9
CelebA (test)
21.4PSNR
9
CelebA-HQ
99.64InfoSwap Robustness
9
CelebA-HQ
1.78FID (ImageNet)
9
CelebA-HQ
0.014Si-MSE
9
CelebA
29.38PSNR (Step 1)
9
CelebA-HQ
4.43FID
9
CelebA HQ
2.51FID
9
CelebA Male to Female (test)
9.66FID
9
CelebA-HQ
4.71FID
9
CelebA (test)
0.011KL Divergence
9
CELEBA
0.014KL Divergence
9
CelebA-HQ
3.27IS
9
CelebA
2.61IS
9
CelebA light synthetic degradation (test)
27.72PSNR
9