ML Research Wiki / Benchmarks / Image Dehazing / RS-Haze

RS-Haze

Image Dehazing Benchmark

Performance Over Time

📊 Showing 7 results | 📏 Metric: PSNR

Top Performing Models

Rank Model Paper PSNR Date Code
1 DehazeFormer-B Vision Transformers for Single Image Dehazing 39.87 2022-04-08 📦 IDKiro/DehazeFormer
2 gUNet-D Rethinking Performance Gains in Image Dehazing Networks 39.70 2022-09-23 📦 idkiro/gunet
3 FFA-Net FFA-Net: Feature Fusion Attention Network for Single Image Dehazing 39.39 2019-11-18 📦 zhilin007/FFA-Net 📦 manncodes/dehazing-openvino 📦 bitcjm/PaddleVideo 📦 youreternity1997/Image-dehazing-FFA-Net
4 GridDehazeNet GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing 36.40 2019-08-08 📦 proteus1991/GridDehazeNet
5 AECR-Net Contrastive Learning for Compact Single Image Dehazing 35.69 2021-04-19 📦 GlassyWu/AECR-Net 📦 Booooooooooo/AECRNet-MindSpore 📦 dmcv-ecnu/MindSpore_ModelZoo
6 GCANet Gated Context Aggregation Network for Image Dehazing and Deraining 34.41 2018-11-21 📦 cddlyf/GCANet
7 DehazeNet DehazeNet: An End-to-End System for Single Image Haze Removal 23.16 2016-01-28 📦 caibolun/DehazeNet 📦 muditjoshi98/Image-Dehazing-Using-Residual-Based-Deep-CNN 📦 saintazunya/DehazeNet

All Papers (7)

IDKiro/DehazeFormer
idkiro/gunet
zhilin007/FFA-Net manncodes/dehazing-openvino
proteus1991/GridDehazeNet
GlassyWu/AECR-Net Booooooooooo/AECRNet-MindSpore
cddlyf/GCANet
caibolun/DehazeNet muditjoshi98/Image-Dehazing-Using-Residual-Based-Deep-CNN saintazunya/DehazeNet