Metric: FID (lower is better)
| # | Model↕ | FID▲ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DDNM | 1.15 | No | Zero-Shot Image Restoration Using Denoising Diff... | 2022-12-01 | Code |
| 2 | DDRM | 1.48 | No | Zero-Shot Image Restoration Using Denoising Diff... | 2022-12-01 | Code |
| 3 | DAVI | 36.27 | Yes | Diffusion Prior-Based Amortized Variational Infe... | 2024-07-23 | Code |
| 4 | DDNM | 39.26 | No | Zero-Shot Image Restoration Using Denoising Diff... | 2022-12-01 | Code |
| 5 | DDRM | 43.15 | No | Zero-Shot Image Restoration Using Denoising Diff... | 2022-12-01 | Code |
| 6 | ILVR | 43.66 | No | Zero-Shot Image Restoration Using Denoising Diff... | 2022-12-01 | Code |
| 7 | A+y | 55.42 | No | Zero-Shot Image Restoration Using Denoising Diff... | 2022-12-01 | Code |
| 8 | DGP | 64.34 | No | Zero-Shot Image Restoration Using Denoising Diff... | 2022-12-01 | Code |
| 9 | A+y | 134.4 | No | Zero-Shot Image Restoration Using Denoising Diff... | 2022-12-01 | Code |