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ResearchFormerly WizWand

Document Understanding on MPDocVQA

86.2ANLSDocSeeker
61.03267.56674.180.634Apr 14, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DocSeekerVenue=-, Param.=7B, Evi.=P, RAG=×2026.0486.2
DocVLMVenue=CVPR 2025, Param.=8B, Evi.=T+P, RAG=×2026.0484.5
M3DocRAGVenue=Arxiv 2024, Param.=9B, Evi.=P, RAG=✓2026.0484.4
Baseline-SFT (short-answer)Venue=-, Param.=7B, Evi.=P, RAG=×2026.0482.9
DocSeeker-SFTVenue=-, Param.=7B, Evi.=P, RAG=×2026.0482.1
DocopilotVenue=CVPR 2025, Param.=8B, Evi.=T+I, RAG=×2026.0481.3
InternVL3Venue=Arxiv 2025, Param.=8B, Evi.=P, RAG=×2026.0480.8
CREAMVenue=ACM MM 2024, Param.=7B, Evi.=T+P, RAG=✓2026.0474.3
SV-RAGVenue=ICLR 2025, Param.=4B, Evi.=P, RAG=✓2026.0471
Vis-RAGVenue=ICLR 2025, Param.=4B, Evi.=P, RAG=✓2026.0470.9
BaselineVenue=-, Param.=7B, Evi.=P, RAG=×2026.0470.1
mPLUG-DocOwl2Venue=ACL 2025, Param.=8B, Evi.=P, RAG=×2026.0469.4
GPT-4oVenue=-, Param.=-, Evi.=P, RAG=×2026.0467.4
VDocRAGVenue=CVPR 2025, Param.=8B, Evi.=P, RAG=✓2026.0462.6
HiVT5Venue=PR, Param.=0.3B, Evi.=T+P, RAG=×2026.0462