Document Understanding on MPDocVQA
86.2ANLSDocSeeker
Evaluation Results
| Method | Links | |
|---|---|---|
| DocSeekerVenue=-, Param.=7B, Evi.=P, RAG=×2026.04 | 86.2 | |
| DocVLMVenue=CVPR 2025, Param.=8B, Evi.=T+P, RAG=×2026.04 | 84.5 | |
| M3DocRAGVenue=Arxiv 2024, Param.=9B, Evi.=P, RAG=✓2026.04 | 84.4 | |
| Baseline-SFT (short-answer)Venue=-, Param.=7B, Evi.=P, RAG=×2026.04 | 82.9 | |
| DocSeeker-SFTVenue=-, Param.=7B, Evi.=P, RAG=×2026.04 | 82.1 | |
| DocopilotVenue=CVPR 2025, Param.=8B, Evi.=T+I, RAG=×2026.04 | 81.3 | |
| InternVL3Venue=Arxiv 2025, Param.=8B, Evi.=P, RAG=×2026.04 | 80.8 | |
| CREAMVenue=ACM MM 2024, Param.=7B, Evi.=T+P, RAG=✓2026.04 | 74.3 | |
| SV-RAGVenue=ICLR 2025, Param.=4B, Evi.=P, RAG=✓2026.04 | 71 | |
| Vis-RAGVenue=ICLR 2025, Param.=4B, Evi.=P, RAG=✓2026.04 | 70.9 | |
| BaselineVenue=-, Param.=7B, Evi.=P, RAG=×2026.04 | 70.1 | |
| mPLUG-DocOwl2Venue=ACL 2025, Param.=8B, Evi.=P, RAG=×2026.04 | 69.4 | |
| GPT-4oVenue=-, Param.=-, Evi.=P, RAG=×2026.04 | 67.4 | |
| VDocRAGVenue=CVPR 2025, Param.=8B, Evi.=P, RAG=✓2026.04 | 62.6 | |
| HiVT5Venue=PR, Param.=0.3B, Evi.=T+P, RAG=×2026.04 | 62 |