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How does AI Benchmarks & Datasets work

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Researchers train and test their models on these publicly available datasets, then compare their model's score against previously reported results from other models.
Real-world example Researchers compare their new image recognition model against others using a well known public benchmark dataset.

Common follow-ups: What is AI Research & Academic Foundations, How is AI Benchmarks & Datasets evaluated in practice, What tools are commonly used for AI Benchmarks & Datasets

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All 7 AI Benchmarks & Datasets questions