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FACTS Benchmark Suite: Systematically evaluating the factuality of large language models
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FACTS Benchmark Suite: Systematically evaluating the factuality of large language models

Google DeepMind·The FACTS team·6 months ago
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December 9, 2025 Responsibility & Safety

Large language models (LLMs) are increasingly becoming a primary source for information delivery across diverse use cases, so it’s important that their responses are factually accurate.

In order to continue improving their performance on this industry-wide challenge, we have to better understand the types of use cases where models struggle to provide an accurate response and better measure factuality performance in those areas.

The FACTS Benchmark Suite

Today, we’re teaming up with Kaggle to introduce the FACTS Benchmark Suite .…

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