Document Parsing on DocPTBench Chinese
30.4Overall Edit DistanceGemini2.5-Pro
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Gemini2.5-ProType=General VLMs2026.02 | 30.4 | 22 | 52.2 | 82.9 | 18.1 | |
| dots.ocrType=Specialized VLMs2026.02 | 37.3 | 35.8 | 54.4 | 67.6 | 31.8 | |
| Dolphin-v2Type=Specialized VLMs2026.02 | 37.3 | 35.8 | 54.4 | 53.6 | 29.2 | |
| Kimi-VLType=General VLMs2026.02 | 38.7 | 22 | 52.2 | 67.8 | 18.1 | |
| PaddleOCR-VLType=Specialized VLMs2026.02 | 39.6 | 37.7 | 52.6 | 65.3 | 37.9 | |
| Qwen-VL-MaxType=General VLMs2026.02 | 42.7 | 41.5 | 57.2 | 71.6 | 34.4 | |
| OCRFluxType=Specialized VLMs2026.02 | 45.8 | 40.4 | 81.1 | 54.3 | 32.1 | |
| olmOCRType=Specialized VLMs2026.02 | 46.1 | 27.2 | 66.9 | 56.9 | 24.4 | |
| Nanonets-OCR2Type=Specialized VLMs2026.02 | 46.1 | 44.6 | 76.4 | 66 | 19.5 | |
| MinerU2.5Type=Specialized VLMs2026.02 | 47.4 | 53.6 | 62 | 59.8 | 40.3 | |
| GLM-4.5vType=General VLMs2026.02 | 49.6 | 47.7 | 66.2 | 54 | 35.7 | |
| Nanonets-OCRType=Specialized VLMs2026.02 | 52.1 | 42 | 67 | 50.6 | 32.7 | |
| MonkeyOCRType=Specialized VLMs2026.02 | 52.8 | 43.9 | 61.6 | 37.4 | 44.1 | |
| Doubao-1.6-vType=General VLMs2026.02 | 55.4 | 58.2 | 61.1 | 37.9 | 40.2 | |
| Qwen2.5-VL-72BType=General VLMs2026.02 | 57 | 56.6 | 61.8 | 55.5 | 51.3 | |
| DeepSeek-OCRType=Specialized VLMs2026.02 | 57.8 | 57.6 | 74.1 | 35.4 | 40.4 | |
| DolphinType=Specialized VLMs2026.02 | 71.5 | 71.5 | 82.8 | 19.3 | 57.7 | |
| SmolDoclingType=Specialized VLMs2026.02 | 93.7 | 99.2 | 99.9 | 2.4 | 75.9 |