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Non-Uniform Sparse Recovery dataset

9.015NMSE (×10−3)LPWTNet
-0.4533663.45807127.3695191.28093Apr 30, 2026

Evaluation results

MethodLinks
LPWTNetZero-Shot=true, FLOPs (G)=0.689 ↓, Parameters (M)=13.5082026.049.0155.8261
CGDMZero-Shot=true, FLOPs (G)=54.959, Parameters (M)=3539.1202026.0412.6198.416
CVAEZero-Shot=true, FLOPs (G)=1.739, Parameters (M)=1.697 ↓2026.0441.56228.238
DRRNZero-Shot=true, FLOPs (G)=6.191, Parameters (M)=6.0462026.0498.90165.952
SRGAN-MSEZero-Shot=true, FLOPs (G)=1.155, Parameters (M)=6.2482026.04221.162128.981
SRGANZero-Shot=true, FLOPs (G)=2.250, Parameters (M)=20.9232026.04245.724138.281