CelebA
Benchmarks
TaskDatasetSOTA resultTrendResults
CelebA 5
8.69FID
2
CelebA
0.023MC
2
CelebA
81.35Att. Score
2
CelebA-HQ (val)
0.072Pixel Distance
2
CelebA 32x32 resolution (val)
82.7FID
2
CelebA (test)
91.92mAUC
2
CelebA-HQ protected DreamBooth-generated
17.24Detection Percentage
1
CelebA
0.924Utility AUC
1
CelebA 34
1.642FID
1
CelebA
9.9DCI
1
CelebA
0.97Accuracy
1
CelebA-HQ General cases, All domains (test)
62.47Preference Rate vs StyleGAN-NADA (pSp)
1
CelebA-HQ General cases In-domain (test)
58.05Preference Rate vs StyleGAN-NADA (+ Restyle w pSp)
1
CelebA
0.447F8 Score
1
CelebA (train)
2.97Bits/dim
1
CelebA (val)
3.02Bits/dim
1
CelebA 6x6 grid, 6 anchors (test)
—Primary metric
0
CelebA 5x5 grid, 1 anchor (test)
—Primary metric
0
CelebA
—Primary metric
0
CelebA-HQ (test)
—FID
0
CelebA (test)
—Primary metric
0
CelebA LEAF (non-i.i.d.)
—Accuracy
0
CelebA-HQ
—Primary metric
0
CelebA-HQ
—Primary metric
0
CelebA (Synthetic Patch) - Adversarial Distribution (Danti) (test)
—Accuracy
0