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

العربية

Image Super Resolution On Set5 4X Upscaling

المقاييس

PSNR

SSIM

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

			Paper Title	Repository
HMA†	33.38	0.9089	HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution
HAT-L	33.30	0.9083	Activating More Pixels in Image Super-Resolution Transformer
CPAT+	33.24	0.9071	Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution	-
Hi-IR-L	33.22	0.9103	Hierarchical Information Flow for Generalized Efficient Image Restoration	-
CPAT	33.19	0.9069	Channel-Partitioned Windowed Attention And Frequency Learning for Single Image Super-Resolution	-
MaIR+	33.14	0.9058	MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration
MaIR	32.93	0.9045	MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration
EDSR	32.46	0.8968	Enhanced Deep Residual Networks for Single Image Super-Resolution
ML-CrAIST	32.36	0.8984	ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer
ML-CrAIST-Li	32.15	0.8962	ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving Transformer
SRCNN	30.49	0.8628	Image Super-Resolution Using Deep Convolutional Networks
SRGAN	29.4	0.8472	Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

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