Document Parsing2024en
OmniDocBench v1.5
981 annotated PDF pages across 9 document categories. Tests end-to-end document parsing including text, tables, and formulas.
Current State of the Art
PaddleOCR-VL
Baidu
92.86
composite
Top Models Performance Comparison
Top 10 models ranked by composite
Best Score
92.9
Top Model
PaddleOCR-VL
Models Compared
10
Score Range
13.1
compositePrimary
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | PaddleOCR-VLOpen Source Baidu | 92.86 | Dec 2025 | |
| 2 | PaddleOCR-VL 0.9BOpen Source Baidu | 92.56 | Dec 2025 | |
| 3 | MinerU 2.5Open Source OpenDataLab | 90.67 | Dec 2025 | |
| 4 | Qwen3-VL-235BOpen Source Alibaba | 89.15 | Dec 2025 | |
| 5 | MonkeyOCR-pro-3BOpen Source | 88.85 | Dec 2025 | |
| 6 | OCRVerse 4BOpen Source | 88.56 | Dec 2025 | |
| 7 | dots.ocr 3BOpen Source RedNote HILab | 88.41 | Dec 2025 | |
| 8 | Gemini 2.5 ProAPI Google | 88.03 | Dec 2025 | |
| 9 | Qwen2.5-VLOpen Source Alibaba | 87.02 | Dec 2025 | |
| 10 | Mistral OCR 3API Mistral | 79.75 | Dec 2025 | |
| 11 | mistral-ocr-2512 | 79.75 | Dec 2025 | |
| 12 | clearOCRAPI TeamQuest | 31.7 | Dec 2025 |
formula-edit-distance
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | Mistral OCR 3API Mistral | 0.218 | Dec 2025 | |
| 2 | clearOCRAPI TeamQuest | 0.902 | Dec 2025 |
layout-map
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | MinerU 2.5Open Source OpenDataLab | 97.5 | Dec 2025 |
ocr-edit-distance
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | GPT-4oAPI OpenAI | 0.020 | Dec 2025 |
reading-order
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | Mistral OCR 3API Mistral | 91.63 | Dec 2025 | |
| 2 | clearOCRAPI TeamQuest | 86.04 | Dec 2025 |
table-teds
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | PaddleOCR-VLOpen Source Baidu | 93.52 | Dec 2025 | |
| 2 | Mistral OCR 3API Mistral | 70.88 | Dec 2025 | |
| 3 | clearOCRAPI TeamQuest | 0.800 | Dec 2025 |
text-edit-distance
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | Mistral OCR 3API Mistral | 0.099 | Dec 2025 | |
| 2 | clearOCRAPI TeamQuest | 0.154 | Dec 2025 |