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Document Question Answering on ArxivQA (test)
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76.03
Accuracy
Oracle
61.7092
65.4271
69.145
72.8629
Feb 1, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Oracle
Model=MiniCPM-V 2.6
2026.02
76.03
MARA
Model=MiniCPM-V 2.6
2026.02
71.85
MARA (Our Framework)
Model=MiniCPM-V 2.6, I...
2026.02
70.07
MARA (Our Framework)
Model=MiniCPM-V 2.6, I...
2026.02
69.65
MARA (Our Framework)
Model=MiniCPM-V 2.6, I...
2026.02
69.47
Oracle
Model=GPT-4o
2026.02
67.58
VisRAG
Model=MiniCPM-V 2.6, I...
2026.02
65.76
VisRAG
Model=MiniCPM-V 2.6, I...
2026.02
65.39
VisRAG
Model=MiniCPM-V 2.6, I...
2026.02
64.78
MARA
Model=GPT-4o
2026.02
63.92
MARA (Our Framework)
Model=GPT-4o, Input=top-3
2026.02
63.9
MARA (Our Framework)
Model=GPT-4o, Input=top-1
2026.02
63.19
VisRAG
Model=GPT-4o, Input=top-1
2026.02
62.94
VisRAG
Model=GPT-4o, Input=top-3
2026.02
62.26
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