Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Hi-IR-L | 0.8256 | No | Hierarchical Information Flow for Generalized Ef... | 2024-11-27 | - |
| 2 | HMA† | 0.8196 | Yes | HMANet: Hybrid Multi-Axis Aggregation Network fo... | 2024-05-08 | Code |
| 3 | HAT-L | 0.8191 | No | Activating More Pixels in Image Super-Resolution... | 2022-05-09 | Code |
| 4 | HAT | 0.8177 | No | Activating More Pixels in Image Super-Resolution... | 2022-05-09 | Code |
| 5 | CPAT+ | 0.8177 | No | Channel-Partitioned Windowed Attention And Frequ... | 2024-07-23 | - |
| 6 | CPAT | 0.8174 | No | Channel-Partitioned Windowed Attention And Frequ... | 2024-07-23 | - |
| 7 | SwinFIR | 0.8169 | No | SwinFIR: Revisiting the SwinIR with Fast Fourier... | 2022-08-24 | Code |
| 8 | DRLN+ | 0.8125 | No | Densely Residual Laplacian Super-Resolution | 2019-06-28 | Code |
| 9 | HAN+ | 0.8116 | No | Single Image Super-Resolution via a Holistic Att... | 2020-08-20 | Code |
| 10 | SwinOIR | 0.8111 | No | Resolution Enhancement Processing on Low Quality... | 2023-03-16 | Code |
| 11 | CSNLN | 0.8105 | No | Image Super-Resolution with Cross-Scale Non-Loca... | 2020-06-02 | Code |
| 12 | RED30 | 0.7994 | No | Image Restoration Using Convolutional Auto-encod... | 2016-06-29 | Code |