What Lies Beneath: A Call for Distribution-based Visual Question & Answer Datasets

Jill P. Naiman, Daniel J. Evans, JooYoung Seo

Visual Question Answering (VQA) has become an important benchmark for assessing how large multimodal models (LMMs) interpret images. However, most VQA datasets focus on real-world…