Image Quality Assessment on AGIQA benchmark leaderboard · SOTA2 Research

Image Quality Assessment on AGIQA

0.842SRCCMG-IQA

Evaluation Results

Method	Links
MG-IQA2026.04		0.842	0.858
Q-Probe2026.01		0.837	0.813
VQ-R12026.04		0.813	0.831
VisualQuality-R12026.01		0.805	0.843
Q-Insight2026.04		0.772	0.79
Q-DeepSight†2026.04		0.768	0.822
VisualQuality-R12025.10		0.767	0.822
Q-Insight2026.04		0.766	0.816
Zoom-IQA2026.04		0.765	0.816
Q-Insight2025.10		0.764	0.811
Q-Insight†2026.04		0.764	0.811
VisualQuality-R12026.04		0.76	0.817
Q-DeepSight2026.04		0.757	0.815
Q-Insight2026.01		0.749	0.794
Qwen-SFT2026.04		0.739	0.813
DeQA-Score2026.01		0.738	0.743
Qwen2.5-VL-7B2026.01		0.735	0.772
Q-Align2025.10		0.735	0.772
Q-Align2026.04		0.735	0.772
DeQA2025.10		0.729	0.809
DeQA-Score2026.04		0.729	0.809
ManIQA2025.10		0.723	0.685
UnifiedReward-T2026.01		0.722	0.745
RALI2025.10		0.715	0.779
LIQE2025.10		0.697	0.739
CLIP-IQA+2026.04		0.685	0.736
Q-Align2026.01		0.682	0.694
C2Score2025.10		0.671	0.777
C2Score2026.04		0.671	0.777
LIQE2026.01		0.653	0.653
DBCNN2026.04		0.641	0.73
HyperIQA2026.04		0.64	0.702
CLIP-IQA+2025.10		0.636	0.736
ManIQA2026.04		0.636	0.723
MUSIQ2025.10		0.63	0.722
MUSIQ2026.04		0.63	0.722
UNIQUE2026.01		0.608	0.581
NIQE2026.01		0.533	0.56
NIQE2025.10		0.533	0.56
BRISQUE2026.01		0.497	0.541
BRISQUE2025.10		0.497	0.541
MUSIQ2026.01		0.494	0.434
MANIQA2026.01		0.422	0.448