ZendoWorld shows that high labeling accuracy does not equal rule recovery, perception and induction are separate bottlenecks, and VLM agents propose near-uninformative experiments on active visual concept induction.
Bongard- logo: A new benchmark for human-level concept learning and reasoning.Advances in neural information processing systems, 33:16468–16480, 2020
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Playing ZendoWorld: Challenging AI Agents on Active Visual Concept Induction
ZendoWorld shows that high labeling accuracy does not equal rule recovery, perception and induction are separate bottlenecks, and VLM agents propose near-uninformative experiments on active visual concept induction.