most citedMM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models

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cs.CV2026

Thinking in Dynamics: How Multimodal Large Language Models Perceive, Track, and Reason Dynamics in Physical 4D World

Yuzhi Huang, Kairun Wen, Rongxin Gao +14

Humans inhabit a physical 4D world where geometric structure and semantic content evolve over time, constituting a dynamic 4D reality (spatial with temporal dimension). While curre…