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Document Question Answering on PlotQA (test)
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53.79
Accuracy
Oracle
29.1732
35.5641
41.955
48.3459
Feb 1, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Oracle
Model=MiniCPM-V 2.6
2026.02
53.79
MARA
Model=MiniCPM-V 2.6
2026.02
44.57
Oracle
Model=GPT-4o
2026.02
44.25
VisRAG
Model=MiniCPM-V 2.6, I...
2026.02
42.89
MARA (Our Framework)
Model=MiniCPM-V 2.6, I...
2026.02
42.89
MARA (Our Framework)
Model=MiniCPM-V 2.6, I...
2026.02
40.05
VisRAG
Model=MiniCPM-V 2.6, I...
2026.02
37.57
VisRAG
Model=MiniCPM-V 2.6, I...
2026.02
35.12
VisRAG
Model=GPT-4o, Input=top-1
2026.02
33.73
MARA (Our Framework)
Model=GPT-4o, Input=top-1
2026.02
33.41
MARA
Model=GPT-4o
2026.02
32.98
MARA (Our Framework)
Model=MiniCPM-V 2.6, I...
2026.02
32.96
MARA (Our Framework)
Model=GPT-4o, Input=top-3
2026.02
32.18
VisRAG
Model=GPT-4o, Input=top-3
2026.02
30.12
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