Blind Image Quality Assessment on LIVEC benchmark leaderboard · SOTA2 Research

Blind Image Quality Assessment on LIVEC

0.918SRCCDEFNet

Evaluation Results

Method	Links
DEFNet2025.07		0.918	0.897
DR.Experts2026.02		0.914	0.926
SHDIQA2026.05		0.909	0.922
CSFIQA2024.11		0.905	0.922
LIQE2025.07		0.904	0.91
LIQE2026.05		0.904	0.91
GLIANet2026.05		0.899	0.913
QPT2026.02		0.895	0.914
QFM-IQM2026.02		0.891	0.913
QFM-IQM2024.11		0.891	0.913
LODA2026.02		0.876	0.899
LoDa2024.11		0.876	0.899
LoDa2026.05		0.876	0.899
DEIQT2026.02		0.875	0.894
QCN2026.02		0.875	0.893
DEIQT2024.11		0.875	0.894
DACNN2024.11		0.866	0.884
CDINet2024.11		0.865	0.88
CDINet2025.07		0.865	0.88
DPSF2025.07		0.865	0.882
LQMamba2026.02		0.863	0.903
QMamba2026.05		0.863	0.903
HyperIQA2026.02		0.859	0.882
HyperIQA2024.11		0.859	0.882
TReS2024.11		0.859	0.882
QAL-IQA2025.07		0.859	0.875
HyperIQA2026.05		0.859	0.882
VCRNet2025.07		0.856	0.865
HyperIQA2025.07		0.855	0.878
UNIQUE2025.07		0.854	0.884
DBCNN2024.11		0.851	0.869
DBCNN2026.05		0.851	0.869
DPNet2025.07		0.849	0.864
TReS2026.02		0.846	0.877
TreS2025.07		0.846	0.877
TReS2026.05		0.846	0.877
CONRTIQUE2026.02		0.845	0.857
CONTRIQUE2025.07		0.845	0.857
DB-CNN2026.02		0.844	0.862
P2P-BM2024.11		0.844	0.842
P2P-BM2026.05		0.844	0.842
Re-IQA2024.11		0.84	0.854
Re-IQA2025.07		0.84	0.854
DAIQA2026.05		0.84	0.867
Re-IQA2026.05		0.84	0.854
MetaIQA2024.11		0.835	0.802
DBCNN2025.07		0.835	0.854
MetaIQA2026.05		0.835	0.802
CLIP-IQA+2024.11		0.805	0.832
MUSIQ2024.11		0.785	0.828
SynDR-IQA2026.01		0.713	0.714
MUSIQ2026.02		0.702	0.746
Q-Align2026.01		0.702	0.744
MUSIQ2026.05		0.702	0.746
MEON2024.11		0.697	0.71
DGQA2026.01		0.696	0.69
WaDIQaM-NR2026.02		0.692	0.73
BRISQUE2024.11		0.629	0.629
FreqAlign2026.01		0.618	0.588
BIECON2024.11		0.613	0.613
BRISQUE2026.02		0.601	0.621
StyleAM2026.01		0.584	0.561
KGANet2026.01		0.575	—
DBCNN2026.01		0.572	0.589
VCRNet2026.01		0.561	0.548
MUSIQ2026.01		0.517	0.524
CLIPIQA+2026.01		0.512	0.543
ILNIQE2024.11		0.508	0.508
ILNIQE2026.05		0.508	0.508
DANN2026.01		0.499	0.484
RankIQA2026.01		0.491	0.495
HyperIQA2026.01		0.49	0.487
ILNIQE2025.07		0.469	0.518
ILNIQE2026.02		0.453	0.511
RankDA2026.01		0.451	0.455
NIQE2025.07		0.446	0.507
UCDA2026.01		0.382	0.358
Ma192025.07		0.336	0.405
dipIQ2025.07		0.187	0.29