Image Dehazing On Sots Outdoor

Métriques

PSNR

SSIM

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	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

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