CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA Wearing a Hat (held-out)
0.604ROC AUC
4
CelebA (1,000 images)
10.74Photometric Error
4
CelebA 64x64
2.03bpd
4
CelebA-HQ
2.47NIQE
4
CelebA-HQ 5-bit (test)
0.61Bits/dim
4
CelebA Fixed mask (test)
1.34L1 Loss
4
CelebA 50-60% mask (test)
2.88L1 Loss
4
CelebA 40-50% mask (test)
1.97L1 Loss
4
CelebA 30-40% mask (test)
0.015L1 Loss
4
CelebA 20-30% mask (test)
1L1 Loss (%)
4
CelebA 10-20% mask (test)
0.59L1 Loss
4
CelebA 0-10% mask (test)
0.25L1 Loss
4
CelebA (test)
47.4H+G Score
4
CelebA (test)
2.53CD
3
CelebA
6Concept Coverage
3
CelebA
84Accuracy
3
CelebA (test)
81Accuracy
3
CelebA
58.7Acceptance Rate
3
CelebA
0.074h_final
3
CelebA-HQ (test)
-13.9FID Change
3
CelebA-HQ (test)
-7.76FID Change (%)
3
CelebA-HQ (test)
-6.07FID Change (%)
3
CelebA 64 x 64
31PSNR
3
CelebA 64x64
30.25PSNR
3
CelebA 64 x 64
28.22PSNR (dB)
3