MERIT: Modular Framework for Multimodal Misinformation Detection with Web-Grounded Reasoning

Mir Nafis Sharear Shopnil, Sharad Duwal, Abhishek Tyagi +1

We present MERIT, an inference-time modular framework for multimodal misinformation detection that decomposes verification into four specialized modules: visual forensics, cross-mo…