Optical Character Recognition on OCRBench English v2
73.2RecognitionOvis2-8B
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Ovis2-8BModel Category=Open-source VLMs2026.02 | 73.2 | 24.6 | 0.7 | 62.4 | 44.8 | 40.6 | 72.7 | 62.6 | 47.7 | |
| OCR-Agent-7BModel Category=Ours2026.02 | 71.8 | 27.7 | 0.7 | 80.8 | 39.4 | 41.3 | 79.9 | 66.5 | 51 | |
| InternVL3-8BModel Category=Open-source VLMs2026.02 | 68.6 | 30.4 | 8.8 | 85.3 | 34 | 27.1 | 77.5 | 60.3 | 49 | |
| Step-1VModel Category=Closed-source VLMs2026.02 | 67.8 | 31.3 | 7.2 | 73.6 | 37.2 | 27.8 | 69.8 | 58.6 | 46.7 | |
| MiniCPM-V-2.6-7BModel Category=Open-source VLMs2026.02 | 66.9 | 29.5 | 0.5 | 70.8 | 33.4 | 31.9 | 69.9 | 57.9 | 45.1 | |
| RolmOCR-7BModel Category=Open-source VLMs2026.02 | 63.3 | 25.4 | 0.1 | 53.5 | 12.9 | 27.8 | 73.1 | 51.4 | 38.4 | |
| Deepseek-vl-2-Small-16BModel Category=Open-source VLMs2026.02 | 62.7 | 28 | 0.1 | 77.5 | 32.7 | 14.3 | 77.1 | 53.9 | 43.3 | |
| Claude3.5-sonnetModel Category=Closed-source VLMs2026.02 | 62.2 | 28.4 | 1.3 | 56.6 | 37.8 | 40.8 | 73.5 | 60.9 | 45.2 | |
| GLM-4V-9BModel Category=Open-source VLMs2026.02 | 61.8 | 22.6 | 0 | 71.7 | 31.6 | 22.6 | 72.1 | 58.4 | 42.6 | |
| GPT-4oModel Category=Closed-source VLMs2026.02 | 61.2 | 26.7 | 0 | 77.5 | 36.3 | 43.4 | 71.1 | 55.5 | 46.5 | |
| Gemini-ProModel Category=Closed-source VLMs2026.02 | 61.2 | 39.5 | 13.5 | 79.3 | 39.2 | 47.7 | 75.5 | 59.3 | 51.9 | |
| GPT-4o-miniModel Category=Closed-source VLMs2026.02 | 57.9 | 23.3 | 0.6 | 70.8 | 31.5 | 38.8 | 65.9 | 55.1 | 43 | |
| Molmo-7BModel Category=Open-source VLMs2026.02 | 52.4 | 21.3 | 0.1 | 45.5 | 7.6 | 28.5 | 65.3 | 55 | 34.5 | |
| Pixtran-12BModel Category=Open-source VLMs2026.02 | 48.9 | 21.6 | 0 | 66.3 | 35.5 | 29.8 | 66.9 | 53.7 | 40.3 | |
| LLaVA-OV-7BModel Category=Open-source VLMs2026.02 | 46 | 20.8 | 0.1 | 58.3 | 25.3 | 23.3 | 64.4 | 53 | 36.4 | |
| Cambrian-1-8BModel Category=Open-source VLMs2026.02 | 45.3 | 21.5 | 0 | 53.6 | 19.2 | 19.5 | 63.5 | 55.5 | 34.7 | |
| LLaVA-Next-8BModel Category=Open-source VLMs2026.02 | 41.3 | 18.8 | 0 | 49.5 | 21.2 | 17.3 | 55.2 | 48.9 | 31.5 | |
| TextMonkey-8BModel Category=Open-source VLMs2026.02 | 39.1 | 0.7 | 0 | 19 | 12.2 | 19 | 61.1 | 40.2 | 23.9 | |
| Monkey-8BModel Category=Open-source VLMs2026.02 | 35.2 | 0 | 0 | 16.6 | 16.3 | 14.4 | 59.8 | 42.3 | 23.1 |