Metric: Params(M) (higher is better)
| # | Model↕ | Params(M)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MAXIM | 22.2 | Yes | MAXIM: Multi-Axis MLP for Image Processing | 2022-01-09 | Code |
| 2 | MPRNet | 20.1 | No | Multi-Stage Progressive Image Restoration | 2021-02-04 | Code |
| 3 | ID-Blau (Stripformer) | 20 | No | ID-Blau: Image Deblurring by Implicit Diffusion-... | 2023-12-18 | Code |
| 4 | Stripformer | 20 | No | Stripformer: Strip Transformer for Fast Image De... | 2022-04-10 | Code |
| 5 | MIMO-UNet++ | 16.1 | Yes | Rethinking Coarse-to-Fine Approach in Single Ima... | 2021-08-11 | Code |
| 6 | MSSNet | 15.6 | No | MSSNet: Multi-Scale-Stage Network for Single Ima... | 2022-02-19 | Code |
| 7 | SRN | 8.06 | No | Scale-recurrent Network for Deep Image Deblurring | 2018-02-06 | Code |
| 8 | DeblurGAN-v2 | 5.08 | No | DeblurGAN-v2: Deblurring (Orders-of-Magnitude) F... | 2019-08-10 | Code |