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Real-world Multi-modal Question Answering on RWQA
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74.77
Accuracy
Flash Linear Attention
61.1772
64.7061
68.235
71.7639
Oct 27, 2025
Dec 2, 2025
Jan 8, 2026
Feb 14, 2026
Mar 22, 2026
Apr 28, 2026
Jun 4, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Flash Linear Attention
Model scale=4B
2026.06
74.77
Multiplication-Only Matrix Inversion Approximation
Model scale=4B
2026.06
74.64
Flash Linear Attention
Model scale=9B
2026.06
74.38
Multiplication-Only Matrix Inversion Approximation
Model scale=9B
2026.06
74.12
MergeMix
baseline=SFT Vision
2025.10
70.46
VisionThink-7B
2025.10
69.28
Qwen2.5-VL-Ins-7B
2025.10
68.63
SFT Vision
2025.10
68.63
Multiplication-Only Matrix Inversion Approximation
Model scale=2B
2026.06
65.62
Flash Linear Attention
Model scale=2B
2026.06
65.23
Flash Linear Attention
Model scale=0.8B
2026.06
62.35
Multiplication-Only Matrix Inversion Approximation
Model scale=0.8B
2026.06
61.7
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