Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DehazeFormer-B | 0.971 | No | Vision Transformers for Single Image Dehazing | 2022-04-08 | Code |
| 2 | gUNet-D | 0.971 | No | Rethinking Performance Gains in Image Dehazing N... | 2022-09-23 | Code |
| 3 | FFA-Net | 0.969 | No | FFA-Net: Feature Fusion Attention Network for Si... | 2019-11-18 | Code |
| 4 | GridDehazeNet | 0.96 | No | GridDehazeNet: Attention-Based Multi-Scale Netwo... | 2019-08-08 | Code |
| 5 | GCANet | 0.949 | No | Gated Context Aggregation Network for Image Deha... | 2018-11-21 | Code |
| 6 | DehazeNet | 0.816 | No | DehazeNet: An End-to-End System for Single Image... | 2016-01-28 | Code |