CelebA
Benchmarks
TaskDatasetSOTA resultTrendResults
CelebA Out-of-distribution Blonde Hair Shortcut (test)
82Accuracy
8
CelebA In-distribution Blonde Hair Shortcut (test)
96.5Accuracy
8
CelebA (test)
74.67DCI (Average)
8
CelebA x4 (test)
0.259LPIPS
8
CelebA x8 (test)
0.317LPIPS
8
CelebA x16 (test)
0.389LPIPS
8
CelebA-HQ
0.008MSE
8
CelebA Synthetic Patch Training Distribution (Dtr) (test)
99.83Accuracy
8
CelebA (train)
90.97Accuracy
8
CELEBA
1.86BPD
8
CELEBA-HQ
11.8FID
8
CelebA
0.74SSIM
8
CelebA
6.5EO (T=a/S=m)
8
CelebA Blond_Hair target label (test)
95.66Accuracy
8
CelebA-HQ 1000 images with 128x128 center holes (test)
25.26PSNR
8
CelebA (test)
24.34PSNR (dB)
8
CelebA
54MIA (%)
7
CelebA HiDDeN-watermarked (test)
100Accuracy
7
CelebA HQ (1000 images)
92SSIM
7
CELEBA-ATTRIBUTES
90.2Accuracy
7
CelebA 256x256 (test)
24.62PSNR
7
CelebA 256x256 (test)
23.04PSNR
7
CelebA-HQ 1024 x 1024
23.57FID (Inception-V3)
7
CelebA Follicles
83.9AGA Score
7
CelebA Smiling
79.6AGA
7