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FFHQ

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image GenerationFFHQ 64x64 (test)
FID1.7
104
Image GenerationFFHQ
FID1.69
101
Image InpaintingFFHQ (test)
LPIPS0.055
97
Image GenerationFFHQ
FID2.02
91
Unconditional Image GenerationFFHQ 64 x 64
FID2.77
84
Unconditional Image GenerationFFHQ 256x256
FID2.57
80
Image GenerationFFHQ (test)
FID2.67
77
Image GenerationFFHQ 64x64
FID1.98
76
Image ReconstructionFFHQ (val)
PSNR34.98
66
InpaintingFFHQ
LPIPS0.07
62
4x Super-resolutionFFHQ 256x256
PSNR30.73
61
Gaussian DeblurringFFHQ 256x256 (val)
LPIPS0.133
58
Motion DeblurFFHQ
PSNR30.003
56
Face verificationFFHQ
ASR (IR152)93.1
54
Unconditional Image GenerationFFHQ 64x64 (test)
FID0.85
53
Super ResolutionFFHQ 256 x 256
PSNR30.19
52
Image InpaintingFFHQ 256x256 (val)
FID4.3459
47
Gaussian DeblurringFFHQ
PSNR30.402
46
Unconditional Image GenerationFFHQ unconditional 64x64
FID2.39
45
Unconditional image generationFFHQ 64x64 (val)
FID3.53
44
Face GenerationFFHQ
EMD118.1
42
Super resolution 4xFFHQ
PSNR31.33
42
Image GenerationFFHQ 64x64 (EDM) 50k samples
FID2.29
40
Gaussian deblurFFHQ 256 x 256
LPIPS0.156
40
Zero-Shot Posterior SamplingFFHQ 256x256 (val)
PSNR26.11
40
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