Apoorva Kulkarni

FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs

The accurate trust assessment of multimodal large language models (MLLMs) generated predictions, which can enable selective prediction and improve user confidence, is challenging due to the diverse multi-modal input paradigms. We propose F unctionally E quivalent S ampling for T rust A ssessment (FE