Hierarchy Recovery on HRDS
82.87F1 ScoreM3DOCDEP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| M3DOCDEPModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 82.87 | 76.52 | |
| DSPSModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 65.27 | 59.57 | |
| Qwen2.5-VL-DHP-SFTModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 50.97 | 46.75 | |
| DSGModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 48.43 | 32.13 | |
| DocParserModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 47.09 | 31.03 | |
| DSHP-LLMModel Category=Tree-aware models, Setting=shared GT layout2026.04 | 44.9 | 29.52 | |
| GPT-5Model Category=Image understanding LVLM2026.04 | 35.39 | 26.27 | |
| Qwen2.5-VLModel Category=Image understanding LVLM2026.04 | 28.41 | 14.51 | |
| InternVL-3.5Model Category=Image understanding LVLM2026.04 | 28.4 | 14.47 | |
| LLaVA-OneVision-1.5Model Category=Image understanding LVLM2026.04 | 27.61 | 12.93 |