Document Understanding on LongDocURL
64.5AccuracyGPT-4o
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-4oVenue=-, Param.=-, Evi.=P, RAG=×2026.04 | 64.5 | |
| DocSeekerVenue=-, Param.=7B, Evi.=P, RAG=×2026.04 | 51.7 | |
| Gemini-1.5-ProVenue=-, Param.=-, Evi.=P, RAG=×2026.04 | 50.9 | |
| Qwen-VL-MaxVenue=-, Param.=-, Evi.=P, RAG=×2026.04 | 49.5 | |
| DocSeeker-SFTVenue=-, Param.=7B, Evi.=P, RAG=×2026.04 | 49.1 | |
| Baseline-SFT (short-answer)Venue=-, Param.=7B, Evi.=P, RAG=×2026.04 | 42.7 | |
| Vis-RAGVenue=ICLR 2025, Param.=4B, Evi.=P, RAG=✓2026.04 | 41.9 | |
| VDocRAGVenue=CVPR 2025, Param.=8B, Evi.=P, RAG=✓2026.04 | 39.8 | |
| InternVL3Venue=Arxiv 2025, Param.=8B, Evi.=P, RAG=×2026.04 | 38.7 | |
| BaselineVenue=-, Param.=7B, Evi.=P, RAG=×2026.04 | 37.8 | |
| M3DocRAGVenue=Arxiv 2024, Param.=9B, Evi.=P, RAG=✓2026.04 | 35.1 | |
| mPLUG-DocOwl2Venue=ACL 2025, Param.=8B, Evi.=P, RAG=×2026.04 | 5.3 |