CelebA
Benchmarks
TaskDatasetSOTA resultTrendResults
CelebA 64 x 64
37.58PSNR (dB)
3
CelebA 64 x 64
22.41PSNR
3
CelebA aligned and cropped (test)
6,079Negative Log-Likelihood
3
CelebA
0.57Client Communication Overhead
3
CelebA
19.46CLIP Tp Score
3
CelebA-HQ Region of Interest
80.8Accuracy
3
CelebA-HQ Full Image
79.8Accuracy
3
CelebA spurious attribute: pale skin (test)
89WGA
3
CelebA spurious attribute: young (test)
88.2WGA
3
CelebA spurious attribute: wearing lipstick (test)
88.7WGA
3
CelebA spurious attribute: heavy makeup (test)
88.9WGA
3
CelebA spurious attribute: no beard (test)
89.6WGA
3
CelebA spurious attribute: male (test)
88.9WGA
3
CelebA-HQ
22.89PSNR
3
CelebA
7.03Mean OPE
3
CelebA-HQ
26.74PSNR
3
CelebA-HQ
25.73PSNRrec
3
CelebA
0.22MSE
3
CelebA 128x128 Mean class
11.05FID
3
CelebA 128x128 Global
12.42FID
3
CelebA HQ64 (test)
7.01FID
3
CelebA unbiased (test)
87.5Accuracy
3
CelebA
16.66FID
3
CelebA-HQ
8.04FID
3
CelebA 2015b (test)
0.32Pearson Correlation
3