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ResearchFormerly WizWand

Image Quality Assessment on IQA Lego, Toy, Faces, Yarn, QRs, Text, Car, Mira (test)

87Lego ScoreERQAv1.0

Evaluation results

Method	Links
ERQAv1.02021.10		87	72	85	85	66	85	89	86	79	38	77
ERQAv1.12021.10		87	66	89	84	65	85	91	92	88	41	79
LPIPS2021.10		78	81	56	84	69	88	65	72	71	75	74
MS-SSIM2021.10		77	19	68	35	48	53	60	82	81	25	55
LPIPS2021.10		70	79	52	79	68	88	63	67	67	75	71
SSIM2021.10		68	20	81	33	52	57	63	86	86	29	58
DISTS2021.10		60	35	69	65	54	84	79	74	72	58	65
DISTS2021.10		60	35	72	71	58	86	88	87	81	56	69.4
Ma et al.2021.10		47	88	-28	62	71	—	—	—	—	—	48
MS-SSIM2021.10		38	30	59	20	32	48	47	56	59	39	43
PSNR2021.10		36	-5	66	14	40	40	54	82	72	6	41
VMAF2021.10		36	35	61	33	36	52	53	55	60	48	47
VMAF (clip)2021.10		36	35	60	33	36	52	53	55	59	49	47
VMAF2021.10		33	36	57	38	34	52	48	56	58	47	46
VMAF (clip)2021.10		33	36	56	38	34	52	48	56	57	47	46