TQTS-Bench: A Multi-Syntax Benchmark for Text-to-Query over Time-Series Databases
TQTS-BENCH is introduced, a multi-syntax benchmark for evaluating text-to-query capabilities over TSDBs, and error analysis reveals that this performance gap mainly stems from the heterogeneous query syntaxes across different TSDBs, misinterpretation of time-specific intents, and incorrect schema linking.
Fei Lyu, Zhi-Yi Peng, Jia-Ming Liu et al.
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