notesum.ai

Published at November 27

cs.CV

Released Date: November 27, 2024

Authors: Linwei Dong¹, Qingnan Fan², Yihong Guo¹, Zhonghao Wang³, Qi Zhang², Jinwei Chen², Yawei Luo¹, Changqing Zou⁴

Aff.: ¹Zhejiang University; ²Vivo Mobile Communication Co. Ltd; ³University of Chinese Academy of Sciences; ⁴Zhejiang University, Zhejiang Lab

Datasets	Method	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	DISTS $\downarrow$	FID $\downarrow$	NIQE $\downarrow$	MUSIQ $\uparrow$	MANIQA $\uparrow$	CLIPIQA $\uparrow$
	OSEDiff-1s	27.35	0.7610	0.3177	0.2365	141.93	7.3053	63.56	0.5763	0.7053
	AddSR-1s	27.77	0.7722	0.3196	0.2242	150.18	6.9321	60.85	0.5490	0.6188
	SinSR-1s	28.38	0.7497	0.3669	0.2484	172.72	6.9606	55.03	0.4904	0.6412
DRealSR	Ours-1s	26.01	0.7174	0.3092	0.2216	130.83	5.5044	66.66	0.5850	0.7345
	OSEDiff-1s	23.94	0.6736	0.3172	0.2363	125.93	6.3822	67.52	0.6187	0.7001
	AddSR-1s	24.79	0.7077	0.3091	0.2191	132.05	5.5440	66.18	0.6098	0.5722
	SinSR-1s	26.27	0.7351	0.3217	0.2341	137.59	6.2964	60.76	0.5418	0.6163
RealSR	Ours-1s	23.27	0.6874	0.2807	0.2185	113.31	5.0679	71.28	0.6346	0.7235
	OSEDiff-1s	23.72	0.6109	0.3058	0.2138	26.34	5.3903	65.27	0.5838	0.6558
	AddSR-1s	23.26	0.5902	0.3623	0.2123	29.68	4.7610	63.39	0.5657	0.5734
	SinSR-1s	24.41	0.6018	0.3262	0.2068	35.55	5.9981	62.95	0.5430	0.6501
DIV2K-Val	Ours-1s	22.12	0.5595	0.2704	0.1893	23.55	4.3730	71.38	0.6136	0.7273