OCRBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Optical Character Recognition | OCRBench | Score922 | 433 | |
| OCR Evaluation | OCRBench | Score909 | 350 | |
| Optical Character Recognition Benchmarking | OCRBench | Accuracy498 | 131 | |
| Optical Character Recognition Evaluation | OCRBench | Score831 | 91 | |
| OCR Performance Evaluation | OCRBench | Score94 | 68 | |
| Multimodal Optical Character Recognition | OCRBench | Recognition Score274 | 66 | |
| Visual Question Answering | OCRBench | Score909 | 53 | |
| Optical Character Recognition | OCRBench (test) | Score87.2 | 49 | |
| OCR & Document Understanding | OCRBench | Score911 | 47 | |
| OCR Evaluation | OCRBench 1.0 | Score877 | 33 | |
| OCR-related Comprehensive Tasks | OCRBench Chinese v2 | Score63.7 | 26 | |
| Fine-grained visual perception | OCRBench (test) | OCRBench Score301 | 24 | |
| Visual Perception | OCRBench | Score877 | 22 | |
| Multi-modal Document Understanding | OCRBench | Recognition Score270 | 21 | |
| OCR Benchmarking | OCRBench v2 | OCRBench v2 Score54.4 | 21 | |
| Optical Character Recognition Benchmarking | OCRBench (test) | Accuracy85.4 | 21 | |
| OCR and Chart Understanding | OCRBench | Total Score881 | 20 | |
| Optical Character Recognition | OCRBench English v2 | Recognition73.2 | 19 | |
| OCR and Text-based Visual Question Answering | OCRBench | Accuracy84.5 | 19 | |
| Multi-task Optical Character Recognition | OCRBench v2 | Average Score67.1 | 16 | |
| OCR Parsing | OCRBench ZH v2 | Overall Score52 | 14 | |
| OCR Parsing | OCRBench EN v2 | Score48.5 | 14 | |
| Optical Character Recognition | OCRBench v2 | Accuracy (en)68 | 14 | |
| Visual Text Reasoning and Recognition | OCRBench v2 | Recognition Accuracy76.7 | 14 | |
| OCR-centric visual reasoning | OCRBench | Pass@186.56 | 13 |
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