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Lost in Aggregation: How Benchmarks Overlook Irreplaceable Model Strengths
arXiv cs.LG — Machine Learning
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What the source reports
New research shows aggregate benchmark scores obscure specialized model strengths on tabular datasets, proposing peak performance metrics.
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