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Benchmarks
Multimodal Document Question Answering on PaperText
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56.7
Accuracy
Ours
16.244
26.747
37.25
47.753
Jan 26, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Ours
Category=RAG-based, To...
2026.01
56.7
MDocAgent
Category=RAG-based, To...
2026.01
53.6
Ours
Category=RAG-based, To...
2026.01
50.8
Qwen-2.5-VL-7B-Instruct
Category=LVLM-based
2026.01
20.3
LLaVA-1.6-7B-Instruct
Category=LVLM-based
2026.01
17.8
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