DBLifeBench, a five-phase database lifecycle benchmark, shows SQL-specialized LLMs underperform general-purpose LLMs on non-query tasks such as schema design and system maintenance.
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Evaluating LLMs in Database Scenarios: A Lifecycle Benchmark for Assessing Their Potential in Core Database Tasks
DBLifeBench, a five-phase database lifecycle benchmark, shows SQL-specialized LLMs underperform general-purpose LLMs on non-query tasks such as schema design and system maintenance.