Valentin Buchner

GenCeption: Evaluate Vision LLMs with Unlabeled Unimodal Data

2024 · arXiv (Cornell University)

Multimodal Large Language Models (MLLMs) are typically assessed using expensive annotated multimodal benchmarks, which often lag behind the rapidly evolving demands of MLLM evaluation. This paper outlines and validates GenCeption, a novel, annotation-free evaluation method …