Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SSR | 0.978 | No | - | - | Code |
| 2 | DPU | 0.977 | No | - | - | Code |
| 3 | RDLUF | 0.974 | No | Residual Degradation Learning Unfolding Framewor... | 2022-11-13 | Code |
| 4 | RCUMP | 0.969 | No | - | - | - |
| 5 | DAUHST-9stg | 0.967 | No | Degradation-Aware Unfolding Half-Shuffle Transfo... | 2022-05-20 | Code |
| 6 | CST-L | 0.957 | No | Coarse-to-Fine Sparse Transformer for Hyperspect... | 2022-03-09 | Code |
| 7 | MST++ | 0.951 | No | MST++: Multi-stage Spectral-wise Transformer for... | 2022-04-17 | Code |
| 8 | MST-L | 0.948 | No | Mask-guided Spectral-wise Transformer for Effici... | 2021-11-15 | Code |
| 9 | HDNet | 0.943 | No | HDNet: High-resolution Dual-domain Learning for ... | 2022-03-04 | Code |
| 10 | BiSRNet | 0.837 | No | - | - | - |