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FFHQ

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image GenerationFFHQ
FID2.02
91
Image GenerationFFHQ
FID1.69
83
Image GenerationFFHQ 64x64 (test)
FID1.71
82
Unconditional Image GenerationFFHQ 256x256
FID2.57
80
Image GenerationFFHQ (test)
FID2.67
77
Image GenerationFFHQ 64x64
FID1.98
76
Image InpaintingFFHQ (test)
LPIPS0.0597
73
Image ReconstructionFFHQ (val)
PSNR34.98
66
InpaintingFFHQ
LPIPS0.07
62
Motion DeblurFFHQ
PSNR30.003
56
Unconditional Image GenerationFFHQ 64x64 (test)
FID0.85
53
Super ResolutionFFHQ 256 x 256
PSNR30.19
52
Gaussian DeblurringFFHQ 256x256 (val)
LPIPS0.133
48
Gaussian DeblurringFFHQ
PSNR30.402
46
Unconditional image generationFFHQ 64x64 (val)
FID3.53
44
Unconditional Image GenerationFFHQ 64 x 64
FID2.77
43
Face GenerationFFHQ
EMD118.1
42
Super resolution 4xFFHQ
PSNR31.33
42
Face verificationFFHQ
ASR (IR152)93.1
42
Image InpaintingFFHQ 256x256 (val)
FID4.3459
42
Image GenerationFFHQ 64x64 (EDM) 50k samples
FID2.29
40
Zero-Shot Posterior SamplingFFHQ 256x256 (val)
PSNR26.11
40
Image GenerationFFHQ 256x256 (test)
FID1.68
38
Gaussian DeblurringFFHQ 256x256-1K
FID22.62
37
Manipulation LocalizationFFHQ OOD 1.0
F1 Score0.904
36
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