Image Dehazing On Sots Outdoor

评估指标

PSNR

SSIM

评测结果

各个模型在此基准测试上的表现结果

			Paper Title	Repository
ChaIR	40.73	0.997	Exploring the potential of channel interactions for image restoration	-
FSNet	40.40	0.997	Image Restoration via Frequency Selection	-
SFNet	40.05	0.996	Selective Frequency Network for Image Restoration	-
Instruct-IPT	39.95	0.992	Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation
ConvIR	39.42	0.996	Revitalizing Convolutional Network for Image Restoration	-
IRNeXt	39.18	0.996	IRNeXt: Rethinking Convolutional Network Design 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	-
SANet	38.01	0.995	Strip Attention for Image Restoration	-
FocalNet	37.71	0.995	Focal Network for Image Restoration	-
OKNet	37.68	0.995	Omni-Kernel Network for Image Restoration	-
MaIR	36.96	0.991	MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration
C2PNet	36.68	0.99	Curricular Contrastive Regularization for Physics-aware Single Image Dehazing
gUNet-D	36.64	0.986	Rethinking Performance Gains in Image Dehazing Networks
DEA-Net-CR	36.59	0.9897	DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention
MixDehazeNet	36.50	0.986	MixDehazeNet : Mix Structure Block For Image Dehazing Network
OneRestore	35.58	0.9814	OneRestore: A Universal Restoration Framework for Composite Degradation
DehazeFormer-B	34.95	0.984	Vision Transformers for Single Image Dehazing
MAXIM-2S	34.19	-	MAXIM: Multi-Axis MLP for Image Processing
FFA-Net	33.57	0.9804	FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

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