Full-Reference Image Quality Assessment on CSIQ-IQA (test) benchmark leaderboard · SOTA2 Research

Full-Reference Image Quality Assessment on CSIQ-IQA (test)

0.979SROCCYOTO

Evaluation Results

Method	Links
YOTO2023.10		0.979	0.979
YOTO2023.10		0.977	0.978
AHIQ2023.10		0.975	0.978
PieAPP2023.10		0.973	0.975
TOPIQ2023.08		0.969	0.963
DRF-IQA2021.10		0.964	0.96
MSDS2026.04		0.964	0.967
DeepQA2023.10		0.961	0.965
CONTRIQUE-FR2021.10		0.956	0.964
CONTRIQUE-FR2026.04		0.956	0.964
DOG2023.10		0.954	0.943
AHIQ2023.08		0.951	0.955
GMSD2026.04		0.95	0.947
DeepSSIM2026.04		0.95	0.948
DMM2026.04		0.946	0.917
VSI2021.10		0.944	0.929
DISTS2021.10		0.942	0.942
DISTS2026.04		0.942	0.942
FSIM2021.10		0.934	0.919
DISTS2023.08		0.929	0.928
FSIM2026.04		0.917	0.903
WaDIQaM-FR2023.08		0.909	0.901
TOPIQ2023.08		0.908	0.908
PieAPP2021.10		0.9	0.881
PieAPP2026.04		0.9	0.881
PieAPP2023.08		0.892	0.877
LPIPS2021.10		0.884	0.906
LPIPS2026.04		0.884	0.906
LPIPS-VGG2023.08		0.876	0.896
SSIM2026.04		0.87	0.856
AHIQ2023.08		0.865	0.861
DISTS2023.08		0.859	0.862
LPIPS-VGG2023.08		0.858	0.857
Re-IQA-FR2023.04		0.856	—
CONTRIQUE-FR2023.04		0.855	—
SSIM2021.10		0.854	0.835
MS-SSIM2026.04		0.834	0.818
WaDIQaM-FR2023.08		0.822	0.834
PSNR2021.10		0.82	0.824