2026
EmotionHallucer: Evaluating Emotion Hallucinations in Multimodal Large Language Models
ICLR 2026poster
Emotion understanding is a critical yet challenging task. Recent advances in Multimodal Large Language Models (MLLMs) have significantly enhanced their capabilities in this area. However, MLLMs often suffer from ``hallucinations'', generating irrelevant or nonsensical content. To the best of our kn…