Benchmarks Blog

Comparison of Clinical Named Entity Recognition (NER) Benchmarks — Spark NLP vs AWS, Google Cloud and Azure

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Veysel Kocaman

Spark NLP for Healthcare There is a growing need for automated text mining of Electronic health records (EHRs) in order to find clinical indications that new research points to. EHRs...

Comparison of Key Medical NLP Benchmarks — Spark NLP vs AWS, Google Cloud and Azure

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Veysel Kocaman

Spark NLP for Healthcare comes with 600+ pretrained clinical pipelines & models out of the box and is consistently making 4–6x less error than Azure, AWS, and Google Cloud on...

John Snow Labs New Suite of Medical Language Models Advance Industry Benchmarks

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Maziyar Panahi and Zain ul Abideen

Introduction John Snow Labs’ latest 2025 release of its Medical Large Language Models advance Healthcare AI by setting new state-of-the-art accuracy on medical LLM benchmarks. This advances what’s achievable in...

Visual Document Understanding Benchmark: Comparative Analysis of In-House and Cloud-Based Form Extraction Models

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Aymane Chilah

Motivation Visual NLP is an advanced tool built on top of the Apache Spark processing engine, designed to handle Visual Document Understanding (VDU) tasks, including Visual Information Extraction. The library...

John Snow Labs Achieves New State-of-the-Art Medical LLM Accuracy Benchmarks Outperforming GPT-4, Med-PaLM2, and Hundreds of Others

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Gina Devine

The Company’s Commitment to Delivering Novel, Responsible, Production-Ready Models is Reflected by Three New Milestones...