notesum.ai

Published at December 6

cs.LG

eess.SP

Released Date: December 6, 2024

Authors: Jie Lin¹, I Chiu², Kuan-Chen Wang³, Kai-Chun Liu³, Hsin-Min Wang², Ping-Cheng Yeh¹, Yu Tsao²

Aff.: ¹National Taiwan University; ²Academia Sinica; ³University of Massachusetts, Amherst

Method	Param. (M)	MSE ( $\times 10^{-3}$ ) $\downarrow$	CoS ( $\times 10^{-1}$ ) $\uparrow$	SNR (dB) $\uparrow$	MAD $\downarrow$
LI	-	7.477 $\pm$ 12.502	9.021 $\pm$ 0.895	8.592 $\pm$ 4.285	0.877 $\pm$ 0.403
SRECG [8]	3.05	0.422 $\pm$ 0.485	9.937 $\pm$ 0.047	19.751 $\pm$ 2.595	0.371 $\pm$ 0.214
DCAE-SR [13]	31.21	4.461 $\pm$ 13.472	9.756 $\pm$ 0.225	12.591 $\pm$ 2.894	0.962 $\pm$ 0.802
MSECG (ours)	1.91	0.184 $\mathbf{\pm}$ 0.335	9.975 $\mathbf{\pm}$ 0.031	24.037 $\mathbf{\pm}$ 2.851	0.221 $\mathbf{\pm}$ 0.187
Bold represents the best performance.