Document reading on LogicsDocBench
87.01Overall ScoreGemini-3-Pro
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Gemini-3-ProArchitecture Type=End-to-end Model2026.03 | 87.01 | 8.15 | 84.86 | 84.33 | 90.66 | 14.68 | |
| MinerU2.5Architecture Type=Pipeline2026.03 | 86.3 | 7.54 | 85.07 | 81.36 | 84.48 | 13.34 | |
| GLM-OCRArchitecture Type=Pipeline2026.03 | 85.59 | 6.89 | 84.1 | 79.57 | 83.9 | 14.9 | |
| PaddleOCR-VL-1.5Architecture Type=Pipeline2026.03 | 85.43 | 5.87 | 82.78 | 79.38 | 84.3 | 12.12 | |
| PaddleOCR-VLArchitecture Type=Pipeline2026.03 | 85.09 | 5.81 | 83.8 | 77.27 | 81.6 | 14.04 | |
| Logics-Parsing-OmniArchitecture Type=End-to-end Model2026.03 | 84.9 | 6.66 | 80.41 | 80.93 | 84.25 | 12.23 | |
| dots.ocrArchitecture Type=End-to-end Model2026.03 | 84.51 | 6.29 | 81.6 | 78.21 | 82.49 | 11.53 | |
| Qwen3-VL-235B-A22BArchitecture Type=End-to-end Model2026.03 | 84.47 | 8.17 | 84 | 77.58 | 81.92 | 14.05 | |
| Gemini-2.5-ProArchitecture Type=End-to-end Model2026.03 | 84.29 | 9.85 | 81.07 | 81.64 | 87.67 | 16.89 | |
| Qwen3.5-397B-A17BArchitecture Type=End-to-end Model2026.03 | 81.09 | 8.68 | 80.37 | 71.57 | 78.48 | 14.5 | |
| Qwen3-VL-30B-A3BArchitecture Type=End-to-end Model2026.03 | 78.94 | 13.4 | 81.52 | 68.69 | 75.33 | 17.18 | |
| MinerU2-pipelineArchitecture Type=Pipeline2026.03 | 77.93 | 10.13 | 75.89 | 68.03 | 76.14 | 21.57 | |
| MonkeyOCR-pro-1.2BArchitecture Type=Pipeline2026.03 | 77.57 | 16.53 | 79.85 | 69.39 | 74.77 | 27.88 | |
| GPT-5.2Architecture Type=End-to-end Model2026.03 | 77.43 | 20.72 | 83.41 | 69.61 | 74.6 | 21.48 | |
| DeepSeek-OCR 2Architecture Type=End-to-end Model2026.03 | 77.04 | 11.11 | 76.92 | 65.32 | 70.48 | 15.54 | |
| HunyuanOCRArchitecture Type=End-to-end Model2026.03 | 76.11 | 15.04 | 71.62 | 71.75 | 76.47 | 20.36 | |
| InternVL35-241BArchitecture Type=End-to-end Model2026.03 | 76.03 | 20.35 | 83.23 | 65.21 | 72 | 21.38 | |
| DeepSeek-OCRArchitecture Type=End-to-end Model2026.03 | 74.45 | 16.5 | 76.9 | 62.94 | 66.76 | 21.89 | |
| Qwen3-Omni-30B-A3BArchitecture Type=End-to-end Model2026.03 | 73.5 | 20.93 | 72.07 | 69.37 | 73.49 | 23.17 | |
| PP-StructureV3Architecture Type=Pipeline2026.03 | 70.26 | 11.55 | 78.2 | 44.12 | 74.65 | 18.91 |