Image Dehazing On Haze4K
Metrics
PSNR
SSIM
Results
Performance results of various models on this benchmark
Model Name | PSNR | SSIM | Paper Title | Repository |
|---|---|---|---|---|
| CasDyF-Net | 35.73 | 0.99 | CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters | - |
| GDNet | 23.29 | 0.93 | GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing | - |
| FFA-Net | 26.96 | 0.95 | FFA-Net: Feature Fusion Attention Network for Single Image Dehazing | - |
| PMNet | 33.49 | 0.98 | Perceiving and Modeling Density is All You Need for Image Dehazing | - |
| MSBDN | 22.99 | 0.85 | Multi-Scale Boosted Dehazing Network with Dense Feature Fusion | - |
| FSNet | 34.12 | 0.99 | Image Restoration via Frequency Selection | |
| DMT-Net | 28.53 | 0.96 | From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data | - |
| ConvIR | 34.50 | 0.99 | Revitalizing Convolutional Network for Image Restoration | |
| DEA-Net-CR | 34.25 | 0.9885 | DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention | - |
| gUNet-D | 33.52 | 0.988 | Rethinking Performance Gains in Image Dehazing Networks | - |
| MixDehazeNet | 35.64 | 0.992 | MixDehazeNet : Mix Structure Block For Image Dehazing Network | - |
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