HyperAI超神经

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中文

HyperAI超神经

Single Image Deraining On Rain100L

评估指标

PSNR

SSIM

评测结果

各个模型在此基准测试上的表现结果

			Paper Title	Repository
IPT	41.62	0.988	Pre-Trained Image Processing Transformer
MCW-Net	39.73	0.988	MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks
M3SNet	40.04	0.985	A Mountain-Shaped Single-Stage Network for Accurate Image Restoration
MHNet	39.47	0.984	Mixed Hierarchy Network for Image Restoration
CAPTNet	39.22	0.981	Prompt-based Ingredient-Oriented All-in-One Image Restoration
IR-SDE	38.3	0.9805	Image Restoration with Mean-Reverting Stochastic Differential Equations
PReNet	37.48	0.979	Progressive Image Deraining Networks: A Better and Simpler Baseline
Restormer	38.99	0.978	Restormer: Efficient Transformer for High-Resolution Image Restoration
MAXIM	-	0.977	MAXIM: Multi-Axis MLP for Image Processing
Instruct-IPT	39.35	0.977	Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation
SFNet	38.21	0.974	Selective Frequency Network for Image Restoration	-
HINet	37.28	0.97	HINet: Half Instance Normalization Network for Image Restoration
MPRNet	36.40	0.965	Multi-Stage Progressive Image Restoration
MSPFN	32.40	0.933	Multi-Scale Progressive Fusion Network for Single Image Deraining
UMRL	-	0.923	Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining
DerainNet	-	0.884	Clearing the Skies: A deep network architecture for single-image rain removal
RESCAN	-	0.881	Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining	-
SEMI	25.03	0.842	Semi-supervised Transfer Learning for Image Rain Removal
DIDMDN	-	0.741	Density-aware Single Image De-raining using a Multi-stream Dense Network

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Single Image Deraining On Rain100L | SOTA | HyperAI超神经