| Paper | Code | PSNR | SSIM | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| HNDiff: Haze-Noise Diffusion for Image Dehazing | ✓ Link | 26.32 | FocalNet+HNDiff | 2026-08-11 | |
| CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters | ✓ Link | 25.44 | 0.785 | CasDyF-Net | 2024-09-13 |
| Revitalizing Convolutional Network for Image Restoration | ✓ Link | 25.36 | 0.780 | ConvIR | 2024-06-25 |
| Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal | ✓ Link | 24.61 | 0.75 | SRDefog | 2022-10-06 |
| Rethinking the Elementary Function Fusion for Single-Image Dehazing | ✓ Link | 24.58 | 0.763 | CL2S | 2024-05-23 |
| Multi-Scale Boosted Dehazing Network with Dense Feature Fusion | ✓ Link | 24.36 | MSBDN-DFF | 2020-04-28 | |
| Single image dehazing for a variety of haze scenarios using back projected pyramid network | ✓ Link | 24.27 | 0.8919 | BPPNet | 2020-08-15 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | ✓ Link | 23.46 | 0.8198 | EDN-GTM | 2022-02-08 |
| Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing | ✓ Link | 19.62 | 0.67 | Cycle-Dehaze | 2018-05-14 |