| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FFHQ 256x256 (val) | AdaPS | LPIPS0.133 | 48 | 6d ago | |
| FFHQ | Ours-tweedie | PSNR30.402 | 46 | 12d ago | |
| ImageNet | DDNM | SSIM0.99 | 41 | 20d ago | |
| FFHQ 256x256-1K | DCS | FID22.62 | 37 | 1mo ago | |
| CelebA | ProjDiff | PSNR45.57 | 35 | 20d ago | |
| FFHQ (val) | DAPS | PSNR29.63 | 26 | 7d ago | |
| ImageNet 256 x 256 (val) | Trust Sampling | LPIPS0.266 | 24 | 19d ago | |
| ImageNet-1K | DCS | LPIPS0.253 | 21 | 1mo ago | |
| CelebA-HQ 1K (test) | IDPG | PSNR45.58 | 21 | 3mo ago | |
| CelebA-HQ 1K | IDPG | PSNR45.58 | 19 | 3mo ago | |
| ImageNet 256 x 256 | Robust-GD | PSNR25.96 | 14 | 22d ago | |
| CelebA 256 x 256 | Robust-GD | PSNR30 | 14 | 22d ago | |
| ImageNet Gaussian Blur sigma=12 | LPIPS0.3 | 14 | 2mo ago | ||
| ImageNet Gaussian Blur sigma=3 | TFG | LPIPS0.16 | 14 | 2mo ago | |
| ImageNet 1K (test) | DDPG | PSNR44.21 | 11 | 3mo ago | |
| ImageNet (val) | Resample | PSNR26.49 | 10 | 7d ago | |
| CelebA noiseless | DPS | PSNR27.36 | 9 | 20d ago | |
| ImageNet noiseless | DDRM+LAMP | PSNR22.61 | 9 | 20d ago | |
| FFHQ noiseless | DPS | PSNR26.32 | 9 | 20d ago | |
| ImageNet | VFM | PSNR23.92 | 9 | 2mo ago | |
| HyRank | DAMP | PSNR46.39 | 9 | 3mo ago | |
| ARAD | DAMP | PSNR52.84 | 9 | 3mo ago | |
| PaviaU | DAMP | PSNR33.84 | 9 | 3mo ago | |
| Urban100 (Hard) | RAM | PSNR21.12 | 8 | 2mo ago | |
| Urban100 (Med.) | RAM | PSNR24.65 | 8 | 2mo ago |
