SciFaultyQA is a 1,333-question benchmark of intentionally faulty science questions on which GPT-4o detects only 16% of faults, improved to 65% with web search integration.
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SciFaultyQA: Benchmarking LLMs on Faulty Science Question Detection with a GAN-Inspired Approach to Synthetic Dataset Generation
SciFaultyQA is a 1,333-question benchmark of intentionally faulty science questions on which GPT-4o detects only 16% of faults, improved to 65% with web search integration.