2026
Learning to Decode Against Compositional Hallucination in Video Multimodal Large Language Models
ICML 2026poster
Current research on video hallucination mitigation primarily focuses on isolated error types, leaving *compositional* hallucinations—arising from incorrect reasoning over multiple interacting spatial and temporal factors largely underexplored. We introduce **OmniVCHall**, a benchmark designed to sys…