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Multimodal Document Question Answering on PaperTab
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39
Accuracy
Ours
9.048
16.824
24.6
32.376
Jan 26, 2026
Feb 7, 2026
Feb 19, 2026
Mar 4, 2026
Mar 16, 2026
Mar 28, 2026
Apr 10, 2026
Accuracy
Updated 6d ago
Evaluation Results
Method
Method
Links
Accuracy
Ours
Category=RAG-based, To...
2026.01
39
Ours
Category=RAG-based, To...
2026.01
36.2
MDocAgent
Category=RAG-based, To...
2026.01
34.7
MAB-DQA
RAG Method=ColPali (To...
2026.04
26.9
MDocAgent
RAG Method=ColPali + C...
2026.04
22.7
MoloRAG+
RAG Method=MoloRAG+ (T...
2026.04
19.5
MoloRAG
RAG Method=ColPali (To...
2026.04
15.7
Qwen-2.5-VL-7B-Instruct
Category=LVLM-based
2026.01
15.6
M3DocRAG
RAG Method=ColPali (To...
2026.04
15.2
Qwen-2.5-VL-7B
RAG Method=Direct
2026.04
11.2
LLaVA-1.6-7B-Instruct
Category=LVLM-based
2026.01
10.2
LLaVA-1.6-7B
RAG Method=Direct
2026.04
10.2
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