Hierarchy Recovery on DocHieNet
76.01F1 ScoreM3DOCDEP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| M3DOCDEPModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 76.01 | 70.83 | |
| DSHP-LLMModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 64.29 | 53.49 | |
| Qwen2.5-VL-DHP-SFTModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 42.85 | 40.39 | |
| DSPSModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 35.61 | 23.81 | |
| GPT-5Model Category=Image understanding LVLM2026.04 | 29.12 | 21.94 | |
| DSGModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 26.71 | 19.45 | |
| Qwen2.5-VLModel Category=Image understanding LVLM2026.04 | 18.2 | 9.62 | |
| InternVL-3.5Model Category=Image understanding LVLM2026.04 | 18.18 | 9.6 | |
| LLaVA-OneVision-1.5Model Category=Image understanding LVLM2026.04 | 17.78 | 8.57 | |
| DocParserModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 10.68 | 4.31 |