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

العربية

Single Image Deraining On Test2800

المقاييس

PSNR

SSIM

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	PSNR	SSIM	Paper Title	Repository
MPRNet	33.64	0.938	Multi-Stage Progressive Image Restoration
UMRL	29.97	0.905	Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining
RESCAN	31.29	0.904	Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining	-
MSPFN	32.82	0.930	Multi-Scale Progressive Fusion Network for Single Image Deraining
Restormer	34.18	0.944	Restormer: Efficient Transformer for High-Resolution Image Restoration
PreNet	-	0.916	Progressive Image Deraining Networks: A Better and Simpler Baseline
SEMI	24.43	0.782	Semi-supervised Transfer Learning for Image Rain Removal
DIDMDN	28.13	0.867	Density-aware Single Image De-raining using a Multi-stream Dense Network
KBNet	34.19	0.944	KBNet: Kernel Basis Network for Image Restoration
MAXIM	33.80	-	MAXIM: Multi-Axis MLP for Image Processing
DerainNet	24.31	0.861	Clearing the Skies: A deep network architecture for single-image rain removal
HINet	33.91	0.941	HINet: Half Instance Normalization Network for Image Restoration

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