CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA-BMS (test)
91.57Accuracy
7
CelebA HeavyMakeup
0.982Guiding Score
7
CelebA HairColor
94.97Guiding Score
7
CelebA-5 (IR=10.7) standard (test)
80.9Top-1 Accuracy
7
CelebA low-resolution (test)
3.92FID
7
MM-CelebA-HQ 256x256
13.71FID
7
CelebA non-blurry vs. blurry
78.3AUROC
7
CelebA standard (val)
343.5Fooled Rate
7
CelebA 64x64 50k samples
1.31FID
7
CelebA-Dialog
96ASR
6
CelebA-HQ
97.5SSIM
6
CelebA 20 images 128x128
33.8PSNR
6
CelebA-HQ
99ASR
6
CelebA
85.3Downstream AUC
6
CelebA (train)
69FID
6
CelebA LDM 64x64x3 latent space (test)
2.25Wall-clock Speedup
6
CelebA-HQ (randomly sampled subset)
22.58FID
6
CelebA 64x64
8.5cFID
6
CelebA 64 x 64
15.8PSNR
6
Aligned CelebA 8x scaling
27.68PSNR
6
CelebA (test)
33.33PSNR
6
CelebA (test)
30.01PSNR
6
CelebA
9,070.2FID
6
CelebA
97.51ARI
6
CelebA TV2I (val)
0.807ID-Distance
6