الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Single Image Deraining On Test1200

المقاييس

PSNR

SSIM

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	PSNR	SSIM	Paper Title	Repository
M3SNet	33.52	0.925	A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
MHNet	33.41	0.924	Mixed Hierarchy Network for Image Restoration
UMRL	-	0.910	Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining
MPRNet	32.91	0.916	Multi-Stage Progressive Image Restoration
MAXIM	-	0.922	MAXIM: Multi-Axis MLP for Image Processing
MSPFN	32.39	0.916	Multi-Scale Progressive Fusion Network for Single Image Deraining
SEMI	26.05	0.822	Semi-supervised Transfer Learning for Image Rain Removal
DerainNet	-	0.835	Clearing the Skies: A deep network architecture for single-image rain removal
KBNet	33.82	0.931	KBNet: Kernel Basis Network for Image Restoration
DIDMDN	-	0.901	Density-aware Single Image De-raining using a Multi-stream Dense Network
Restormer	33.19	0.926	Restormer: Efficient Transformer for High-Resolution Image Restoration
RESCAN	-	0.882	Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining	-
HINet	33.05	0.919	HINet: Half Instance Normalization Network for Image Restoration
CAPTNet	34.77	0.937	Prompt-based Ingredient-Oriented All-in-One Image Restoration

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