FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs

Debarpan Bhattacharya, Apoorva Kulkarni, Sriram Ganapathy

The accurate trust assessment of multimodal large language models (MLLMs) generated predictions, which can enable selective prediction and improve user confidence, is challenging d…