Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MixDehazeNet | 0.992 | No | MixDehazeNet : Mix Structure Block For Image Deh... | 2023-05-28 | Code |
| 2 | CasDyF-Net | 0.99 | No | CasDyF-Net: Image Dehazing via Cascaded Dynamic ... | 2024-09-13 | Code |
| 3 | ConvIR | 0.99 | No | - | - | Code |
| 4 | FSNet | 0.99 | No | - | - | Code |
| 5 | DEA-Net-CR | 0.9885 | No | DEA-Net: Single image dehazing based on detail-e... | 2023-01-12 | Code |
| 6 | gUNet-D | 0.988 | No | Rethinking Performance Gains in Image Dehazing N... | 2022-09-23 | Code |
| 7 | PMNet | 0.98 | No | Perceiving and Modeling Density is All You Need ... | 2021-11-18 | Code |
| 8 | DMT-Net | 0.96 | No | From Synthetic to Real: Image Dehazing Collabora... | 2021-08-06 | Code |
| 9 | FFA-Net | 0.95 | No | FFA-Net: Feature Fusion Attention Network for Si... | 2019-11-18 | Code |
| 10 | GDNet | 0.93 | No | GridDehazeNet: Attention-Based Multi-Scale Netwo... | 2019-08-08 | Code |
| 11 | MSBDN | 0.85 | No | Multi-Scale Boosted Dehazing Network with Dense ... | 2020-04-28 | Code |