CelebA
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CelebA
92.3Worst Group Accuracy (Top-1)
2
CelebA
71.82F1-score
2
CelebA (test)
55.24Stage 1 Score
2
CelebA 7x7 grid, 12 anchors (test)
0.291Kendall's Tau
2
CelebA first 2000 images (test)
0.003MSE
2
CelebA 3 x 64 x 64 (test)
2.41FID
2
CelebA-HQ
0.041LPIPS
2
CelebA-HQ
29.3FID
2
CelebA
4.95Privacy (Pre-transmission)
2
CelebA-HQ 1024 x 1024
5.51FID
2
CelebA-HQ 512 x 512
4.04FID
2
CelebA
0.57Correlation
2
CelebA
0.289MS-SSIM
2
CelebA 256 x 256 (train)
76.19GFLOPs
2
CelebA 32 x 32 (train)
17.65GFLOPs
2
CelebA 64
0.97Theta (rad)
2
CelebA (test)
92.2Acc (Female + Non-Blond)
2
CelebA
100Accuracy (Young, Female)
2
CelebA-HQ (test)
0.041L1 Norm (Sparsity)
2
CelebA (test)
76.4V1 IA
2
CelebA-HQ (trainable)
96.77Reduction (%)
2
CelebA-HQ
123FID
2
CelebA-HQ FT (test)
7.89FID
2
CelebA-HQ out-of-distribution (10.7x) (test)
23.3PSNR
2
CelebA-HQ in-distribution (5.3x) (test)
27.52PSNR
2