CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA Eyeglasses
89.8PUL
4
CelebA Hats
83.56PUL
4
CelebA-HQ σ=0.0 (noiseless)
12.99FID
4
CelebA-HQ noiseless σ=0.0
31.9FID
4
CelebA-Ref
0.143DISTS
4
CelebA
0Face-FID
4
CelebA
91.02Top-5 Attack Accuracy
4
CelebA ID dataset (test)
22.553PSNR (Regeneration)
4
CELEBA-HQ (test)
0.936AUROC
4
CelebA-HQ
96.5ASR (MF)
4
CelebA-HQ
99.5ASR (MF)
4
CelebA-HQ
98.3ASR (MF)
4
CelebA-HQ
98.5ASR (MF)
4
CelebA-HQ (test)
3Editing Time (s)
4
CelebA 256 (test)
0.202LPIPS
4
CelebA 256 (test)
0.084LPIPS
4
CelebA 256 (test)
0.07LPIPS
4
CelebA
51.87Runtime (sec)
4
CelebA-HQ
0.891Type-I TAR
4
CelebA RESR (test)
19.126PSNR
4
CelebA
5.6FID
4
CelebA Hair (test)
56.96Accuracy
4
CelebA 128x128 resolution (test)
1,320.16KNN Distance
4
CelebA 178x178 (test)
50.74PSNR
4
CelebA-HQ (test)
15.34FID (G)
4