MNIST-PRO Benchmark Tests Agentic Perception in Partial Observability
August 30, 2026
MNIST-PRO converts MNIST digit recognition into a sequential, glimpse-based search task to isolate agentic perception and memory. The benchmark evaluates how multimodal models manage perceptual state construction under lookback constraints and partial observability.
HOW THIS AFFECTS YOU
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researcherThis allows you to specifically measure an agent's ability to maintain working memory and active sensing.