Document Recognition on OmniDocBench
94.5Overall ScorePaddleOCR-VL 1.5
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PaddleOCR-VL 1.5Architecture Type=Pipeline2026.03 | 94.5 | 3.5 | 94.21 | 92.76 | 95.79 | 4.2 | |
| Qianfan-OCRArchitecture Type=End-to-end Model2026.03 | 93.12 | 4.1 | 92.43 | 91.02 | 93.85 | 4.9 | |
| PaddleOCR-VLArchitecture Type=Pipeline2026.03 | 92.86 | 3.5 | 91.22 | 90.89 | 94.76 | 4.3 | |
| DeepSeek-OCR-v2Architecture Type=End-to-end Model2026.03 | 91.09 | 4.8 | 90.31 | 87.75 | 92.06 | 5.7 | |
| MinerU2.5Architecture Type=Pipeline2026.03 | 90.67 | 4.7 | 88.46 | 88.22 | 92.38 | 4.4 | |
| Gemini-3 ProArchitecture Type=End-to-end Model2026.03 | 90.33 | 6.5 | 89.18 | 88.28 | 90.29 | 7.1 | |
| Qwen3-VL-235BArchitecture Type=End-to-end Model2026.03 | 89.15 | 6.9 | 88.14 | 86.21 | 90.55 | 6.8 | |
| MonkeyOCR-pro-3BArchitecture Type=Pipeline2026.03 | 88.85 | 7.5 | 87.25 | 86.78 | 90.63 | 12.9 | |
| OCRVerseArchitecture Type=End-to-end Model2026.03 | 88.56 | 5.8 | 86.91 | 84.55 | 88.45 | 7.1 | |
| dots.ocrArchitecture Type=End-to-end Model2026.03 | 88.41 | 4.8 | 83.22 | 86.78 | 90.62 | 5.3 | |
| Gemini-2.5 ProArchitecture Type=End-to-end Model2026.03 | 88.03 | 7.5 | 85.82 | 85.71 | 90.29 | 9.7 | |
| MonkeyOCR-3BArchitecture Type=Pipeline2026.03 | 87.13 | 7.5 | 87.45 | 81.39 | 85.92 | 12.9 | |
| Qwen2.5-VL-72BArchitecture Type=End-to-end Model2026.03 | 87.02 | 9.4 | 88.27 | 82.15 | 86.22 | 10.2 | |
| MonkeyOCR-pro-1.2BArchitecture Type=Pipeline2026.03 | 86.96 | 8.4 | 85.02 | 84.24 | 89.02 | 13 | |
| Qwen3-VL-4BArchitecture Type=End-to-end Model2026.03 | 86.78 | 5.5 | 86.55 | 79.29 | 84.26 | 8.4 | |
| PP-StructureV3Architecture Type=Pipeline2026.03 | 86.73 | 7.3 | 85.79 | 81.68 | 89.48 | 7.3 | |
| Nanonets-OCR-sArchitecture Type=End-to-end Model2026.03 | 85.59 | 9.3 | 85.9 | 80.14 | 85.57 | 10.8 | |
| MinerU2-VLMArchitecture Type=End-to-end Model2026.03 | 85.56 | 7.8 | 80.95 | 83.54 | 87.66 | 8.6 | |
| Dolphin-1.5Architecture Type=Pipeline2026.03 | 83.21 | 9.2 | 80.78 | 78.06 | 84.1 | 8 | |
| InternVL3.5-241BArchitecture Type=End-to-end Model2026.03 | 82.67 | 14.2 | 87.23 | 75 | 81.28 | 12.5 | |
| olmOCRArchitecture Type=End-to-end Model2026.03 | 81.79 | 9.6 | 86.04 | 68.92 | 74.77 | 12.1 | |
| POINTS-ReaderArchitecture Type=End-to-end Model2026.03 | 80.98 | 13.4 | 79.2 | 77.13 | 81.66 | 14.5 | |
| Qwen3-VL-2BArchitecture Type=End-to-end Model2026.03 | 80.58 | 10.3 | 82.32 | 69.71 | 74.14 | 11.3 | |
| InternVL3Architecture Type=End-to-end Model2026.03 | 80.33 | 13.1 | 83.42 | 70.64 | 77.74 | 11.3 | |
| GPT-4oArchitecture Type=End-to-end Model2026.03 | 75.02 | 21.7 | 79.7 | 67.07 | 76.09 | 14.8 | |
| OCRFluxArchitecture Type=End-to-end Model2026.03 | 74.82 | 19.3 | 68.03 | 75.75 | 80.23 | 20.2 | |
| DolphinArchitecture Type=Pipeline2026.03 | 74.67 | 12.5 | 67.85 | 68.7 | 77.77 | 12.4 | |
| MinerU2-ppArchitecture Type=Pipeline2026.03 | 71.51 | 20.9 | 76.55 | 70.9 | 79.11 | 22.5 | |
| Marker-1.8.2Architecture Type=Pipeline2026.03 | 71.3 | 20.6 | 76.66 | 57.88 | 71.17 | 25 |