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ENTITY FailBench

FailBench

PulseAugur coverage of FailBench — every cluster mentioning FailBench across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_235443 ·

    New FailBench benchmark reveals VLM unreliability in robot task success evaluation

    A new benchmark called FailBench has been developed to assess the reliability of vision-language models (VLMs) in judging robot task success. The benchmark, comprising 2,197 manipulation attempts, reveals that even the …

  2. TOOL · CL_187274 ·

    New framework and simulation tool tackle inevitable robot failures

    Researchers have developed a new safety framework to address inevitable failures in service robots operating in human-shared environments. This framework quanties the probability and severity of negative interactions du…