Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BPPNet | 0.8919 | No | Single image dehazing for a variety of haze scen... | 2020-08-15 | Code |
| 2 | EDN-GTM | 0.8198 | No | A Novel Encoder-Decoder Network with Guided Tran... | 2022-02-08 | Code |
| 3 | CasDyF-Net | 0.785 | No | CasDyF-Net: Image Dehazing via Cascaded Dynamic ... | 2024-09-13 | Code |
| 4 | ConvIR | 0.78 | No | - | - | Code |
| 5 | CL2S | 0.763 | No | Rethinking the Elementary Function Fusion for Si... | 2024-05-23 | Code |
| 6 | SRDefog | 0.75 | No | Structure Representation Network and Uncertainty... | 2022-10-06 | Code |
| 7 | Cycle-Dehaze | 0.67 | No | Cycle-Dehaze: Enhanced CycleGAN for Single Image... | 2018-05-14 | Code |