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Benchmarks
Image Quality Comparison on AGIQA
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79.28
Accuracy
QualiRAG
62.2552
66.6751
71.095
75.5149
Jan 26, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
QualiRAG
Labels=No, Methodology...
2026.01
79.28
Q-Align
Labels=Yes, Methodolog...
2026.01
79.07
LLaVA-OneVision-7B
Labels=No, Methodology...
2026.01
78.95
Qwen2.5-VL-7B
Labels=No, Methodology...
2026.01
78.4
VisualQuality-R1
Labels=Yes, Methodolog...
2026.01
78.29
Co-Instruct
Labels=Yes, Methodolog...
2026.01
77.2
Qwen3-VL-8B
Labels=No, Methodology...
2026.01
77.19
Q-Insight
Labels=Yes, Methodolog...
2026.01
76.94
CLIP-IQA+
Labels=Yes, Methodolog...
2026.01
74.74
LIQE
Labels=Yes, Methodolog...
2026.01
74.6
TOPIQ
Labels=Yes, Methodolog...
2026.01
73.96
TRES
Labels=Yes, Methodolog...
2026.01
72.03
MUSIQ
Labels=Yes, Methodolog...
2026.01
70.82
InternVL3.5-8B
Labels=No, Methodology...
2026.01
64.86
InternVL3-9B
Labels=No, Methodology...
2026.01
64.05
Q-Instruct
Labels=Yes, Methodolog...
2026.01
62.91
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