Super-Resolution on DIV2K val - 4x upscaling
Metric: LPIPS (lower is better)
Metric: LPIPS (lower is better)
| # | Model↕ | LPIPS▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AESOP | 0.0893 | No | Auto-Encoded Supervision for Perceptual Image Su... | 2024-11-28 | Code |
| 2 | SROOE | 0.0957 | No | Perception-Oriented Single Image Super-Resolutio... | 2022-11-24 | Code |
| 3 | FxSR-PD t=0.8 | 0.1028 | No | Flexible Style Image Super-Resolution using Cond... | 2022-01-13 | Code |
| 4 | RCOT | 0.104 | No | Residual-Conditioned Optimal Transport: Towards ... | 2024-05-05 | Code |
| 5 | LINF-LP | 0.105 | Yes | Boosting Flow-based Generative Super-Resolution ... | 2024-03-16 | Code |
| 6 | SRFlow-LP | 0.109 | Yes | Boosting Flow-based Generative Super-Resolution ... | 2024-03-16 | Code |
| 7 | LINF | 0.112 | Yes | Local Implicit Normalizing Flow for Arbitrary-Sc... | 2023-03-09 | Code |
| 8 | SRFlow | 0.12 | Yes | SRFlow: Learning the Super-Resolution Space with... | 2020-06-25 | Code |
| 9 | GOUB | 0.22 | No | Image Restoration Through Generalized Ornstein-U... | 2023-12-16 | Code |
| 10 | FxSR-PD t=0.0 | 0.239 | No | Flexible Style Image Super-Resolution using Cond... | 2022-01-13 | Code |
| 11 | LINF t=0.0 | 0.248 | Yes | Local Implicit Normalizing Flow for Arbitrary-Sc... | 2023-03-09 | Code |