Canyuan He

CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection

Multimodal large language models (MLLMs) have demonstrated impressive capabilities in visual reasoning and text generation. While previous studies have explored the application of MLLM for detecting out-of-context (OOC) misinformation, our empirical analysis reveals two persisting challenges of this…