Prompting Underestimates LLM Capability for Time Series Classification

Dan Schumacher, Erfan Nourbakhsh, Rocky Slavin +1

Prompt-based evaluations suggest that large language models (LLMs) perform poorly on time series classification, raising doubts about whether they encode meaningful temporal struct…