FFHQ
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
FFHQ Gaussian deblurring 100 images (val)
28.7PSNR
9
FFHQ 4x super-resolution 100 images (val)
28.53PSNR
9
FFHQ 95% missing random mask 100 images (val)
24.9PSNR
9
FFHQ
27.2PSNR (Step 1)
9
FFHQ (test)
64.48FID
9
FFHQ unconditional 1024x1024
2,085Throughput (Training)
9
FFHQ color 100 images (test)
30.38PSNR
9
FFHQ 256x256 (val)
0.137LPIPS
9
FFHQ 256
4.5FID
9
FFHQ 2K 256 resolution
8.18FID
9
FFHQ 2K (train)
11.92FID
9
FFHQ 1024 (test)
2.77FID (50k)
9
FFHQ 256x256 (test)
27.42PSNR
9
FFHQ 1024x1024 (test)
34.1PSNR
9
FFHQ 1k samples 256x256 (val)
30.34FID
9
FFHQ 256x256 (test)
0.116LPIPS
9
FFHQ (test)
10.29FID
9
FFHQ (test)
55.91XuNet Score
8
FFHQ 256 300-image (test)
23.82PSNR
8
FFHQ 256x256 (test)
25.61PSNR
8
FFHQ-C
3.94FID3D
8
FFHQ 256x256 (train val)
11.71FID
8
FFHQ
196.2EMD
8
FFHQ (val)
27.39PSNR
8
FFHQ near-checkpoint benchmark (StyleGAN2)
98.83Clean Accuracy
8