FactoryBench reveals that frontier LLMs achieve under 50% on structured causal questions and under 18% on decision-making in industrial robotic telemetry.
ChatTS: Aligning time series with LLMs via synthetic data for enhanced understanding and reasoning.Proceedings of the VLDB Endowment, 18(8):2385–2398
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FactoryBench: Evaluating Industrial Machine Understanding
FactoryBench reveals that frontier LLMs achieve under 50% on structured causal questions and under 18% on decision-making in industrial robotic telemetry.