| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DocVQA | ORCA (Qwen3VL-8B) | ANLS97.2 | 301 | 13d ago | |
| DocVQA (test) | ANLS96.5 | 292 | 1d ago | ||
| DocVQA | Qwen3-VL-32B-Instruct + SpatialBoost | Accuracy97.1 | 203 | 27d ago | |
| DocVQA (val) | LLaVA-OV | Accuracy97.85 | 166 | 5d ago | |
| InfoVQA | RLR³ | Accuracy0.902 | 85 | 5d ago | |
| SlideVQA | SlideAgent | Accuracy0.849 | 53 | 19d ago | |
| DocVQA v1.0 (test) | Qwen2-VL-72B | ANLS96.5 | 49 | 1d ago | |
| MMLongbench doc | GPT-4.1 | Accuracy45.6 | 48 | 1mo ago | |
| DocVQA | Accuracy95.75 | 43 | 8d ago | ||
| MP-DocVQA | GPT-4o-200b-128 | Accuracy89.5 | 33 | 3mo ago | |
| DUDE | GPT-4o+Ours (Spot-IT) | ANLS60 | 30 | 3mo ago | |
| NiM-Benchmark | GPT-4o | Score (Menus)0.63 | 24 | 3mo ago | |
| InfoQA 105 (test) | Score86.9 | 23 | 3mo ago | ||
| DocVQA 104 (test) | Qwen3-VL-8B | Score96.1 | 23 | 3mo ago | |
| InfographicVQA | MiMo-VL-7B-RL | ANLS88.1 | 22 | 3mo ago | |
| Doc VQA | Accuracy94.79 | 16 | 21d ago | ||
| ArxiVQA | GPT-4o+Ours (Spot-IT) | Accuracy60 | 14 | 3mo ago | |
| DocVQA | Score28.9 | 13 | 7d ago | ||
| VisualMRC (test) | LayoutLLM-7B | ROUGE-L55.76 | 13 | 3mo ago | |
| InfoVQA (val) | Qwen-8B-DeltaThinker | Accuracy86.53 | 12 | 8d ago | |
| SROIE | LayTextLLM | ANLS96.1 | 12 | 3mo ago | |
| CORD | DocVAL | ANLS88.8 | 12 | 3mo ago | |
| FUNSD | DocVAL | ANLS92.2 | 12 | 3mo ago | |
| VisualMRC | DocVAL | ANLS73.7 | 12 | 3mo ago | |
| DocVQA | ANLS85.91 | 10 | 5d ago |
