CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA-HQ
29.7PSNR
5
CelebA-HQ
43.701PSNR
5
CELEBA distribution shift
69.7AUC
5
CELEBA (in-distribution)
85.3AUC
5
CelebA
87.83Accuracy
5
CelebA 256 x 256 HQ (test)
2.7FID (Small Mask)
5
CelebA-19 (test)
59.57mIoU
5
CelebA-HQ
0.647CSIM
5
CelebA-HQ-256 (test)
0.19Sdir
5
CelebA Multi-label (test)
90.3Accuracy
5
CelebA
79.47Concept Alignment Score
5
CelebA HQ (test)
5.31FID
5
CelebA HQ (test)
3.21FID
5
CelebA Heavy Makeup (test)
87.8Avg Group Accuracy
5
CelebA Wearing Lipstick (test)
88.5Average Group Accuracy
5
CelebA downsampled (test)
1.1FID
5
CelebA Average over attributes v1 (test)
88.93Unbiased Accuracy
5
CelebA Black Hair v1 (test)
86.76Unbiased Acc
5
CelebA Eyeglasses v1 (test)
98.65Unbiased Acc
5
CelebA High Cheekbones v1 (test)
84.93Unbiased Acc
5
CelebA Mouth Open v1 (test)
93.64Unbiased Acc
5
CelebA Smiling v1 (test)
92.08Unbiased Accuracy
5
CelebA Attractive v1 (test)
78.35Unbiased Accuracy
5
CelebA-64 (test)
0.187RMSE
5
CelebA 128x128 (test)
14.7FID
5