RUST: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models

To perform systematic evaluations, we set up 32 various tasks, including improvements to existing multimodal tasks, extension of text-only tasks to multimodal scenarios, and novel methods for risk assessment, which focus on models' basic performance with practical significance.