Image Quality Assessment on TID 2013 (PLCC, SROCC) benchmark leaderboard · SOTA2 Research

Image Quality Assessment on TID 2013 (PLCC, SROCC)

0.973PLCCVUGA

Evaluation Results

Method
VUGA2026.04	0.973	0.969
TOPIQ2026.04	0.958	0.954
QMamba2026.05	0.952	0.95
BiRQA2026.02	0.925	0.921
GLIANet2026.05	0.923	0.913
AAT-BiRQA2026.02	0.917	0.916
TOPIQ2026.02	0.916	0.915
Causal Disentanglement (Ours)2026.04	0.916	0.899
DeepCausal(CVPR25)2026.04	0.909	0.884
DBIQA(TPAMI25)2026.04	0.909	0.895
Causal Disentanglement (Ours w/o f)2026.04	0.909	0.892
DEIQT2026.04	0.908	0.892
LoDa2026.04	0.901	0.869
LoDa2026.05	0.901	0.869
DeepJSD(TIP25)2026.04	0.9	0.879
VSI2026.04	0.898	0.895
DeepWSD(MM22)2026.04	0.894	0.874
AHIQ2026.02	0.889	0.885
TReS2026.05	0.883	0.863
DAIQA2026.05	0.883	0.863
MetaIQA2026.05	0.868	0.856
DB-CNN2026.04	0.865	0.816
DBCNN2026.05	0.865	0.816
Re-IQA2026.05	0.861	0.804
PieAPP2026.02	0.859	0.876
GMSD2026.04	0.858	0.804
ADISTS2026.04	0.858	0.834
HyperIQA2026.04	0.858	0.84
HyperIQA2026.05	0.858	0.84
P2P-BM2026.05	0.856	0.862
DISTS2026.02	0.855	0.83
BiRQA2026.02	0.855	0.824
DISTS(TPAMI20)2026.04	0.854	0.83
TOPIQ-FR(TIP24)2026.04	0.854	0.82
DeepDC(TIP25)2026.04	0.849	0.844
PDL2026.04	0.848	0.843
AAT-BiRQA2026.02	0.847	0.817
TOPIQ2026.02	0.846	0.816
MS-SSIM2026.04	0.842	0.786
WaDIQaM-FR2026.02	0.834	0.831
NLPD2026.04	0.832	0.799
MUSIQ2026.04	0.815	0.773
MUSIQ2026.05	0.815	0.773
PieAPP(CVPR18)2026.04	0.809	0.844
AHIQ2026.02	0.804	0.763
DISTS2026.02	0.803	0.765
LPIPS-VGG2026.02	0.79	0.76
WaDIQaM-FR2026.02	0.786	0.739
VIF2026.04	0.771	0.677
DSD2026.04	0.759	0.734
LPIPS-VGG2026.02	0.749	0.67
LPIPS(CVPR18)2026.04	0.732	0.67
SSIM2026.04	0.665	0.627
PSNR2026.04	0.664	0.687
ILNIQE2026.05	0.648	0.521