Metric: MOS (higher is better)
| # | Model↕ | MOS▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SRGAN | 3.56 | No | Photo-Realistic Single Image Super-Resolution Us... | 2016-09-15 | Code |
| 2 | SRResNet | 2.29 | No | Photo-Realistic Single Image Super-Resolution Us... | 2016-09-15 | Code |
| 3 | DRCN | 2.12 | No | Deeply-Recursive Convolutional Network for Image... | 2015-11-14 | Code |
| 4 | ESPCN | 2.01 | No | Real-Time Single Image and Video Super-Resolutio... | 2016-09-16 | Code |
| 5 | bicubic | 1.47 | No | Photo-Realistic Single Image Super-Resolution Us... | 2016-09-15 | Code |
| 6 | nearest neighbors | 1.11 | No | Photo-Realistic Single Image Super-Resolution Us... | 2016-09-15 | Code |