Vision-language models fail to accurately interpret dynamic analog gauge readings involving needle vibrations and high-frequency movements.
Under pressure: Learning-based analog gauge reading in the wild
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Lost in the Vibrations: Vision Language Models Fail the Dynamic Gauges Test
Vision-language models fail to accurately interpret dynamic analog gauge readings involving needle vibrations and high-frequency movements.