ParseBench
A public evaluation benchmark designed specifically for real-world PDF parsing scenarios. It covers sub-tasks including table extraction, multi-column body text, and scanned document recognition, and measures model performance across multiple dimensions such as precision, recall, and cost per thousand pages.
Timeline (last 90 days)
LightOn OCR-3 costs approximately $3.19 per thousand pages of documents (based on ParseBench calculations).
According to the official ParseBench benchmark, LightOn OCR-3 sits on the Pareto frontier of open-weight OCR models.
OpenDocRouter's companion evaluation platform ParseBench has catalogued 130+ models.
OpenDocRouter uses an evaluate-then-onboard mechanism: after a new OCR model is released, it first completes benchmarking on ParseBench and is then integrated into OpenDocRouter.
ParseBench is a comprehensive evaluation benchmark for document parsing capabilities launched by LlamaIndex, covering dimensions such as OCR text recognition, table structure reconstruction, and reading order.
ParseBench is a publicly available document parsing benchmark designed for real-world PDF parsing scenarios, covering sub-tasks such as table extraction, multi-column body text, and scanned document recognition.
A systematic evaluation covered the performance of 16 frontier vision-language models (VLMs) in document parsing scenarios.
All Facts (7)
LightOn OCR-3 costs approximately $3.19 per thousand pages of documents (based on ParseBench calculations).
50%UnverifiedAccording to the official ParseBench benchmark, LightOn OCR-3 sits on the Pareto frontier of open-weight OCR models.
50%UnverifiedOpenDocRouter's companion evaluation platform ParseBench has catalogued 130+ models.
50%UnverifiedOpenDocRouter uses an evaluate-then-onboard mechanism: after a new OCR model is released, it first completes benchmarking on ParseBench and is then integrated into OpenDocRouter.
50%UnverifiedParseBench is a publicly available document parsing benchmark designed for real-world PDF parsing scenarios, covering sub-tasks such as table extraction, multi-column body text, and scanned document recognition.
50%UnverifiedA systematic evaluation covered the performance of 16 frontier vision-language models (VLMs) in document parsing scenarios.
50%UnverifiedParseBench is a comprehensive evaluation benchmark for document parsing capabilities launched by LlamaIndex, covering dimensions such as OCR text recognition, table structure reconstruction, and reading order.
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