Image Dehazing On Sots Outdoor

Metrics

PSNR

SSIM

Results

Performance results of various models on this benchmark

Model Name	PSNR	SSIM	Paper Title	Repository
GMAN	28.19	0.9638	Generic Model-Agnostic Convolutional Neural Network for Single Image Dehazing
C2PNet	36.68	0.99	Curricular Contrastive Regularization for Physics-aware Single Image Dehazing
GridDehazeNet	30.86	0.982	GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing
MixDehazeNet	36.50	0.986	MixDehazeNet : Mix Structure Block For Image Dehazing Network
EPDN	22.57	0.8630	Enhanced Pix2pix Dehazing Network	-
FFA-Net	33.57	0.9804	FFA-Net: Feature Fusion Attention Network for Single Image Dehazing
SANet	38.01	0.995	Strip Attention for Image Restoration	-
ChaIR	40.73	0.997	Exploring the potential of channel interactions for image restoration	-
SFNet	40.05	0.996	Selective Frequency Network for Image Restoration	-
ConvIR	39.42	0.996	Revitalizing Convolutional Network for Image Restoration	-
Uformer	26.52	0.945	Uformer: A General U-Shaped Transformer for Image Restoration
U2-Former	31.10	0.976	U2-Former: A Nested U-shaped Transformer for Image Restoration	-
Deep DCP	24.08	0.933	Unsupervised Single Image Dehazing Using Dark Channel Prior Loss
FocalNet	37.71	0.995	Focal Network for Image Restoration	-
CasDyF-Net	38.86	0.995	CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters
DSANet	38.39	0.995	Dual-domain strip attention for image restoration	-
MaIR	36.96	0.991	MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration
OKNet	37.68	0.995	Omni-Kernel Network for Image Restoration	-
IRNeXt	39.18	0.996	IRNeXt: Rethinking Convolutional Network Design for Image Restoration	-
DEA-Net-CR	36.59	0.9897	DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention

0 of 30 row(s) selected.