Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DBPN-RES-MR64-3 | 25.41 | No | Deep Back-Projection Networks for Single Image S... | 2019-04-04 | Code |
| 2 | DRLN+ | 25.4 | No | Densely Residual Laplacian Super-Resolution | 2019-06-28 | Code |
| 3 | HAN+ | 25.39 | No | Single Image Super-Resolution via a Holistic Att... | 2020-08-20 | Code |
| 4 | ABPN | 25.08 | No | Image Super-Resolution via Attention based Back ... | 2019-10-10 | Code |
| 5 | HBPN | 24.96 | No | Hierarchical Back Projection Network for Image S... | 2019-06-17 | Code |
| 6 | CSRCNN | 24.3 | No | Cascade Convolutional Neural Network for Image S... | 2020-08-24 | - |
| 7 | DeepRED | 24.28 | No | DeepRED: Deep Image Prior Powered by RED | 2019-03-25 | Code |