Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DehazeFormer-B | 0.98 | No | Vision Transformers for Single Image Dehazing | 2022-04-08 | Code |
| 2 | MixDehazeNet | 0.973 | No | MixDehazeNet : Mix Structure Block For Image Deh... | 2023-05-28 | Code |
| 3 | FFA-Net | 0.973 | No | FFA-Net: Feature Fusion Attention Network for Si... | 2019-11-18 | Code |
| 4 | DA-CLIP | 0.936 | No | Controlling Vision-Language Models for Multi-Tas... | 2023-10-02 | Code |
| 5 | DA | 0.93 | No | Domain Adaptation for Image Dehazing | 2020-05-10 | Code |
| 6 | DCPDN | 0.65 | No | Densely Connected Pyramid Dehazing Network | 2018-03-22 | Code |