notesum.ai

Published at November 25

cs.CV

Released Date: November 25, 2024

Authors: Yiying Wei¹, Hadi Amirpour¹, Jong Hwan Ko², Christian Timmerer¹

Aff.: ¹Christian Doppler Laboratory ATHENA, University of Klagenfurt; ²College of Information and Communication Engineering, Sungkyunkwan University

Scale Factor	Method	Patches	FSRCNN		ESPCN		CARN		WDSR
Scale Factor	Method	Patches	PSNR	VMAF	PSNR	VMAF	PSNR	VMAF	PSNR	VMAF
$\times$ 2	agDNN [30]	0 %	26.15	79.72	32.40	82.12	35.41	88.90	35.83	89.49
	NAS [31]	100.00 %	34.74	84.61	33.96	83.46	36.12	89.14	36.72	90.10
	LiveNAS [13]	17.50 %	33.60	80.01	33.27	83.14	35.76	88.95	36.27	89.47
	EMT [17]	17.50 %	34.26	85.13	34.49	84.52	35.89	89.03	36.71	90.02
	EPS (ours)	17.50 %	34.85	85.71	34.61	85.08	36.42	89.91	36.78	90.19
$\times$ 4	agDNN [30]	0 %	24.15	47.95	29.44	43.01	30.86	64.09	30.69	63.92
	NAS [31]	100.00 %	29.99	51.75	29.90	50.77	31.89	69.71	31.87	69.66
	LiveNAS [13]	26.78 %	29.27	48.37	29.65	47.75	30.93	64.67	31.20	67.53
	EMT [17]	26.78 %	30.09	52.71	29.86	51.35	31.21	68.34	31.48	69.07
	EPS (ours)	26.78 %	30.16	54.17	30.06	52.14	31.77	69.25	31.79	69.55