CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebAMask-HQ (test)
71.3mIoU (Ear)
9
CelebA 178 x 178
56.91PSNR
9
CelebA HairColor (test)
95.6In-Distribution Accuracy
9
CelebA Aligned (K=10) (test)
3.19Norm L2 Dist (%)
9
StarGAN CelebA-HQ (test)
100AP
9
CelebA 128 x 128
2.95FID
9
CelebA (test)
23.69PSNR
9
CelebA (test)
27.77PSNR
9
CelebAMask-HQ (test)
96.5Face F1
9
CelebA-HQ
13.7FID
9
unaligned CelebA MAFL (test)
15.01Error (%)
9
CelebA pre-cropped 16
8.2Classification Error
9
CelebA
26.641PSNR
8
CelebA Glasses
131.764NLL
8
CelebA K=256 (test)
164.65NLL
8
CelebA K=256 (train)
166.09Objective
8
CelebA 64
4.53FID
8
CelebA-HQ pose-agnostic
11.56FID
8
CelebA level-3 snow noise (corrupted)
85.04Acc s+
8
CelebA (clean)
86.32Accuracy (s+)
8
CelebA corrupted level-3 Gaussian noise (test)
97.63Accuracy (s+)
8
CelebA clean (test)
98.01Accuracy s+
8
CelebAMask-HQ
89.6F1 Score
8
CelebA-HQ
64VQAScore
8
CelebA-HQ
80IoU
8