Image Quality Estimation on LIVE (test) benchmark leaderboard · SOTA2 Research

Image Quality Estimation on LIVE (test)

0.983PCCOurs(JSPL)

Evaluation Results

Method	Links
Ours(JSPL)2022.04		0.983	—	0.98
WaDIQaM-FR2022.04		0.98	—	0.97
Ours(SL)2022.04		0.978	—	0.97
DIQaM-FR2022.04		0.977	—	0.966
DIQaM-NR2022.04		0.972	—	0.96
DB-CNN2022.04		0.971	—	0.968
MAD2022.04		0.968	—	0.967
DeepSim2022.04		0.968	—	0.974
HyperIQA2022.04		0.966	—	0.962
IW-CNN2022.04		0.964	—	0.963
CaHDC2022.04		0.964	—	0.965
WaDIQaM-NR2022.04		0.963	—	0.954
BIECON2022.04		0.962	—	0.961
FSIMC2022.04		0.961	—	0.965
VIF2022.04		0.96	—	0.964
PSNR HMA2018.10		0.958	6.58	0.944
UNIQUE2018.10		0.956	6.76	0.952
PerSIM2018.10		0.955	6.8	0.95
DISTS2022.04		0.955	—	0.955
ResNet-ft2022.04		0.954	—	0.95
PSNR HA2018.10		0.953	6.93	0.937
Le-CNN2022.04		0.953	—	0.956
IW SSIM2018.10		0.951	7.11	0.96
FSIMc2018.10		0.95	7.2	0.959
CORNIA2022.04		0.95	—	0.947
M32022.04		0.95	—	0.951
VSI2022.04		0.948	—	0.952
HOSA2022.04		0.947	—	0.946
MS SSIM2018.10		0.946	7.44	0.951
SSIM2018.10		0.945	7.52	0.949
SR SIM2018.10		0.945	7.54	0.955
FRIQUEE2022.04		0.944	—	0.94
MS-SSIM2022.04		0.94	—	0.951
SSIM2022.04		0.937	—	0.948
BRISQUE2022.04		0.935	—	0.939
LPIPS2022.04		0.934	—	0.932
PSNR2018.10		0.928	8.61	0.909
BRISQUE2018.10		0.928	8.57	0.939
BLIINDS22018.10		0.92	9.04	0.922
PieAPP2022.04		0.909	—	0.918
BIQI2018.10		0.883	10.8	0.897
CW SSIM2018.10		0.872	11.2	0.802
PSNR2022.04		0.865	—	0.873