Image Quality Assessment on IQA Lego, Toy, Faces, Yarn, QRs, Text, Car, Mira (test) benchmark leaderboard · SOTA2 Research

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