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Document Question Answering on InfoVQA (test)
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72.64
Accuracy
Oracle
36.3336
45.7593
55.185
64.6107
Feb 1, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Oracle
Model=GPT-4o
2026.02
72.64
Oracle
Model=MiniCPM-V 2.6
2026.02
68.8
MARA
Model=GPT-4o
2026.02
68.02
MARA (Our Framework)
Model=GPT-4o, Input=top-3
2026.02
62.35
MARA (Our Framework)
Model=GPT-4o, Input=top-1
2026.02
58.93
VisRAG
Model=GPT-4o, Input=top-3
2026.02
58.27
MARA
Model=MiniCPM-V 2.6
2026.02
58.07
VisRAG
Model=GPT-4o, Input=top-1
2026.02
55.32
MARA (Our Framework)
Model=MiniCPM-V 2.6, I...
2026.02
52.2
MARA (Our Framework)
Model=MiniCPM-V 2.6, I...
2026.02
51.86
VisRAG
Model=MiniCPM-V 2.6, I...
2026.02
50.94
VisRAG
Model=MiniCPM-V 2.6, I...
2026.02
49.91
VisRAG
Model=MiniCPM-V 2.6, I...
2026.02
43.2
MARA (Our Framework)
Model=MiniCPM-V 2.6, I...
2026.02
37.73
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