Uncertainty-Aware Evaluation for Vision-Language Models

Vasily Kostumov, Bulat Nutfullin, Oleg Pilipenko +1

Vision-Language Models like GPT-4, LLaVA, and CogVLM have surged in popularity recently due to their impressive performance in several vision-language tasks. Current evaluation met…