Single Image Deraining on RainCityscapes
PSNR
- 2018-02-21 — DID-MDN: PSNR 28.43
- 2019-04-02 — SPANet: PSNR 31.48
- 2020-09-29 — MCW-Net: PSNR 35.82
| Rank | Model | PSNR | SSIM | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | MCW-Net | 35.82 | 0.987 | MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks | yechanp/MCW-Net | 2020 |
| 2 | DGNL-Net | 32.44 | 0.9733 | |||
| 3 | SPANet | 31.48 | 0.9656 | Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset | stevewongv/SPANet · chiukin/SPANet | 2019 |
| 4 | DGNL-Net-fast | 30.59 | 0.9560 | |||
| 5 | DAF-Net | 30.06 | 0.9530 | Depth-Attentional Features for Single-Image Rain Removal | 2019 | |
| 6 | DID-MDN | 28.43 | 0.9349 | Density-aware Single Image De-raining using a Multi-stream Dense Network | hezhangsprinter/DID-MDN | 2018 |