Visual Quality Assessment on AIGIQA-20K benchmark leaderboard · SOTA2 Research

Visual Quality Assessment on AIGIQA-20K

0.8936SRCCMST-CLIPIQA*

Evaluation Results

Method	Links
MST-CLIPIQA*2026.06		0.8936	0.9149
MST-CLIPIQA2026.06		0.8803	0.9078
Q-Align2026.02		0.874	0.889
LIQE2026.06		0.8655	0.8934
MA-AGIQA2026.06		0.8644	0.905
MA-AGIQA2026.02		0.864	0.905
ELIQ2026.02		0.856	0.883
MANIQA2026.06		0.8553	0.8891
MANIQA2026.02		0.85	0.887
MUSIQ2026.06		0.8344	0.8678
CLIP-IQA+2026.02		0.833	0.854
MUSIQ2026.02		0.832	0.864
HyperIQA2026.06		0.8174	0.8417
HyperIQA2026.02		0.816	0.832
DBCNN2026.02		0.805	0.848
StairIQA2026.06		0.7911	0.8435
StairIQA2026.02		0.789	0.842
GRepQ-D2026.02		0.789	0.81
CONTRIQUE2026.02		0.788	0.807
Re-IQA2026.02		0.787	0.811
ELIQ2026.02		0.786	0.803
ARNIQA2026.02		0.778	0.792
LinearityIQA2026.06		0.7419	0.6838
DUBMA2026.02		0.695	0.697
MDFS2026.02		0.691	0.695
QualiCLIP2026.02		0.679	0.694
GRepQ-Z2026.02		0.624	0.634
BRISQUE2026.02		0.466	0.558
CLIP-IQA2026.02		0.388	0.537
ILNIQE2026.02		0.335	0.455
NIQE2026.02		0.208	0.337