Show HN: Docsumo's OCR Benchmark Report – Surpassing Mistral and Landing AI

3 points

a year ago

We recently conducted an in-depth benchmark comparing Docsumo's proprietary OCR technology against Mistral OCR and Landing AI's Agentic Document Extraction. Our objective was to evaluate their performance in real-world document processing tasks, especially with complex layouts and low-quality scans.

Key Findings:

Accuracy: Docsumo's OCR demonstrated higher precision in text extraction across various document types, including invoices and bank statements.

Layout Preservation: Our technology maintained the original structure of documents more effectively, ensuring better usability of extracted data.

Processing Speed: Docsumo achieved faster processing times, making it more suitable for high-volume document processing tasks.

To ensure transparency and reproducibility, we've made the benchmark results publicly accessible. You can explore side-by-side outputs, accuracy scores, and layout comparisons here:

https://huggingface.co/spaces/avinash112/ocr-benchmark

For a comprehensive breakdown of our methodology and detailed findings, please refer to our full report:

[Insert blog link]

Inviting the community to review our findings and share insights on the readiness of generative OCR tools for production environments. Are they truly up to the task?