Multi-Faceted Evaluation and Mitigation of Emotion Hallucinations in MLLMs

Bowen Zeng, Peipei Song, Weidong Chen +5

Multimodal large language models (MLLMs) have shown strong potential in open-ended emotion understanding, yet they often generate emotion hallucinations. Evaluating such hallucinat…