CelebA-HQ
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA-HQ Mist
0.81SSIM
4
CelebA-HQ AdvDM(-)
85.99SSIM
4
CelebA-HQ σ=0.2 (noisy)
22FID
4
CelebA-HQ σ=0.2 (noisy)
79.48FID
4
CelebA-HQ σ=0.2 (noisy)
51.33FID
4
CelebA-HQ noiseless σ=0.0
16.86FID
4
CelebA-HQ Out-of-distribution (test)
100P@10 (Eyeglasses)
4
CelebA-HQ GPT-4 generated prompts (test)
0.803DINO Score
4
CelebA-HQ 1500 images (test)
29.43PSNR
4
CelebA-HQ 128x128
39.17FID
4
CelebA-HQ (test)
34.84Gender FID
4
CelebA-HQ (test)
21.49Realism (FID) [Reference-guided]
4
CelebA-HQ 2,000 (test)
0.046LPIPS
4
CelebA-HQ 1024x1024 (30K)
5.17FID
4
CelebA-HQ
68.9Quality Preference
4
CelebA-HQ (test)
23.59PSNR
4
CelebA-HQ fiveID
15ID Target Score (o)
3
CelebA-HQ oneID
5ID Target Retention (o)
3
CelebA-HQ 64^2 (test)
36.1PSNR
3
CelebA-HQ
0.259CLIP-T Score
3
CelebA-HQ (test)
6.7Type I Error Rate
3
CelebA-HQ subset (test)
0.854VLM-Eff.
3
CelebA-HQ Smile (test)
17.173FID (Y)
3
CelebA-HQ Smile Target (Y) (test)
0.018LPIPS
3
CelebA-HQ Gender (test)
72.708FID (Y)
3