GroupToM-Bench is presented as the first multimodal benchmark for group-level Theory of Mind spanning micro BDI states to macro outcome prediction, with experiments showing current MLLMs lag human baselines on nonlinear social dynamics.
arXiv preprint arXiv:2503.22152 , year =
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GroupToM-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in MLLMs
GroupToM-Bench is presented as the first multimodal benchmark for group-level Theory of Mind spanning micro BDI states to macro outcome prediction, with experiments showing current MLLMs lag human baselines on nonlinear social dynamics.