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SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing

  • Effective processing, interpretation, and management of sensor data have emerged as a critical component of cyber-physical systems.
  • Large Language Models (LLMs) show promising capabilities in processing sensory data, suggesting their potential for developing sensing systems.
  • SensorBench, a comprehensive benchmark, is constructed to evaluate LLMs in sensor data processing.
  • Results show that LLMs excel in simpler tasks but face challenges in processing compositional tasks compared to engineering experts.

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