Image Restoration on Classic5 (Quality 10 Grayscale)
Metric: PSNR (higher is better)
Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Hi-IR | 30.38 | No | Hierarchical Information Flow for Generalized Ef... | 2024-11-27 | - |
| 2 | FBCNN | 30.12 | No | Towards Flexible Blind JPEG Artifacts Removal | 2021-09-29 | Code |
| 3 | Residual Dense Network + | 30.03 | No | Residual Dense Network for Image Restoration | 2018-12-25 | Code |
| 4 | MWCNN | 30.01 | No | Multi-level Wavelet-CNN for Image Restoration | 2018-05-18 | Code |
| 5 | QGAC | 29.84 | No | Quantization Guided JPEG Artifact Correction | 2020-04-17 | Code |
| 6 | MemNet | 29.69 | No | MemNet: A Persistent Memory Network for Image Re... | 2017-08-07 | Code |
| 7 | DnCNN-3 | 29.4 | No | Beyond a Gaussian Denoiser: Residual Learning of... | 2016-08-13 | Code |