Categories October Surprise 2024 Benchmarking Energy and Latency in TinyML: – arXiv.org Post author By Post date October 3, 2026 In particular, benchmarking must primarily focus on three key metrics: accuracy, latency, and energy consumption, since these metrics are essential for evaluating both the performance of the model and the efficiency of the hardware it runs on.