Hierarchy Recovery on HRDH
77.75F1 Score (HRDH)M3DOCDEP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| M3DOCDEPModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 77.75 | 71.65 | |
| DSHP-LLMModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 61.29 | 51.34 | |
| DSPSModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 54.06 | 38.41 | |
| Qwen2.5-VL-DHP-SFTModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 43.05 | 41.02 | |
| DSGModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 36.42 | 27.69 | |
| DocParserModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 35.41 | 27.15 | |
| GPT-5Model Category=Image understanding LVLM2026.04 | 32.03 | 24.52 | |
| InternVL-3.5Model Category=Image understanding LVLM2026.04 | 27.57 | 19.98 | |
| Qwen2.5-VLModel Category=Image understanding LVLM2026.04 | 27.57 | 19.99 | |
| LLaVA-OneVision-1.5Model Category=Image understanding LVLM2026.04 | 26.3 | 18.21 |