ML Research Wiki / Benchmarks / Image Dehazing / Haze4k

Haze4k

Image Dehazing Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: PSNR

Top Performing Models

Rank Model Paper PSNR Date Code
1 CasDyF-Net CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters 35.73 2024-09-13 📦 dauing/casdyf-net
2 MixDehazeNet MixDehazeNet : Mix Structure Block For Image Dehazing Network 35.64 2023-05-28 📦 ameryxiong/mixdehazenet
3 DEA-Net-CR DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention 34.25 2023-01-12 📦 cecret3350/DEA-Net
4 gUNet-D Rethinking Performance Gains in Image Dehazing Networks 33.52 2022-09-23 📦 idkiro/gunet
5 PMNet Perceiving and Modeling Density is All You Need for Image Dehazing 33.49 2021-11-18 📦 Owen718/Perceiving-and-Modeling-Density-is-All-You-Need-for-Image-Dehazing
6 DMT-Net From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data 28.53 2021-08-06 📦 liuye123321/DMT-Net
7 FFA-Net FFA-Net: Feature Fusion Attention Network for Single Image Dehazing 26.96 2019-11-18 📦 zhilin007/FFA-Net 📦 manncodes/dehazing-openvino 📦 bitcjm/PaddleVideo 📦 youreternity1997/Image-dehazing-FFA-Net
8 GDNet GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing 23.29 2019-08-08 📦 proteus1991/GridDehazeNet
9 MSBDN Multi-Scale Boosted Dehazing Network with Dense Feature Fusion 22.99 2020-04-28 📦 BookerDeWitt/MSBDN-DFF

All Papers (9)

dauing/casdyf-net
ameryxiong/mixdehazenet
cecret3350/DEA-Net
idkiro/gunet
Owen718/Perceiving-and-Modeling-Density-is-All-You-Need-for-Image-Dehazing
liuye123321/DMT-Net
zhilin007/FFA-Net manncodes/dehazing-openvino
proteus1991/GridDehazeNet
BookerDeWitt/MSBDN-DFF