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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