Document Visual Question Answering on DocVQA (ANLS, Token, LM Lat.)
80.6ANLSReAct
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReActParadigm=Agentic2026.05 | 80.6 | 1,652 | 16.6 | |
| Vanilla RAGParadigm=Flat2026.05 | 80.4 | 633 | 7.9 | |
| EfficientGraph-RAGParadigm=Hierarchical2026.05 | 75.5 | 607 | 5.73 | |
| Self-RAGParadigm=Agentic2026.05 | 74.9 | 1,482 | 12.7 | |
| Agentic-RAGParadigm=Agentic2026.05 | 64.9 | 1,357 | 13.6 | |
| GraphRAGParadigm=Graph2026.05 | 31.2 | 3,155 | 35.1 |