Image Restoration on LIVE1 (Quality 20 Grayscale)
Metric: SSIM (higher is better)
Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | QGAC | 0.901 | No | Quantization Guided JPEG Artifact Correction | 2020-04-17 | Code |
| 2 | IDCN | 0.9006 | No | Implicit Dual-domain Convolutional Network for R... | 2018-10-18 | - |
| 3 | MWCNN | 0.8989 | No | Multi-level Wavelet-CNN for Image Restoration | 2018-05-18 | Code |
| 4 | S-Net | 0.8975 | No | S-Net: A Scalable Convolutional Neural Network f... | 2018-10-18 | - |
| 5 | MemNet | 0.897 | No | MemNet: A Persistent Memory Network for Image Re... | 2017-08-07 | Code |
| 6 | Hi-IR | 0.8938 | No | Hierarchical Information Flow for Generalized Ef... | 2024-11-27 | - |
| 7 | DPW-SDNet | 0.8891 | No | DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs f... | 2018-05-27 | - |
| 8 | ARCNN | 0.8891 | No | Compression Artifacts Reduction by a Deep Convol... | 2015-04-27 | Code |
| 9 | FBCNN | 0.889 | No | Towards Flexible Blind JPEG Artifacts Removal | 2021-09-29 | Code |
| 10 | Residual Dense Network + | 0.8886 | No | Residual Dense Network for Image Restoration | 2018-12-25 | Code |