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vision-language models 2dynamic benchmarking 1egocentric bias 1hallucination detection 1interactive evaluation 1multi-turn dialogue 1spatial reasoning 1theory of mind 1visual perspective taking 1

From the 2 of 8 linked papers with an AI index.

most citedEgocentric Bias in Vision-Language Models

1 citations · 1 across the 6 of their papers we have counts for

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cs.CL2025

Core Knowledge Deficits in Multi-Modal Language Models

Yijiang Li, Qingying Gao, Tianwei Zhao +8

While Multi-modal Large Language Models (MLLMs) demonstrate impressive abilities over high-level perception and reasoning, their robustness in the wild remains limited, often falli…