CogArena: Benchmarking Multimodal Agents on Interactive Behavioral Experiments.

arXiv:2610.36484v1 Announce Type: new Abstract: Claims about the cognitive capabilities of large language models are typically tested by translating behavioral paradigms into text prompts, bypassing the visual interfaces and time pressure through which human p