The Percept-V Challenge: Can Multimodal LLMs Crack Simple Perception Problems?

Name: The Percept-V Challenge: Can Multimodal LLMs Crack Simple Perception Problems?
Uploaded: 2026-10-06T14:28:44.226772+00:00
Duration: 712 s
Description: Researchers tested state-of-the-art multimodal LLMs against human performance on Percept-V, a dataset of simple visual perception tasks. The findings reveal substantial gaps, showing MLLMs struggle with visual complexity and systematic limitations in basic perception skills compared to humans.

Researchers tested state-of-the-art multimodal LLMs against human performance on Percept-V, a dataset of simple visual perception tasks. The findings reveal substantial gaps, showing MLLMs struggle with visual complexity and systematic limitations in basic perception skills compared to humans.

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