Miguel P. Eckstein

Evolution of Accuracy and Visual-Cognitive Errors in a Decade of Vision-Language AI Models

Shravan Murlidaran, Miguel P. Eckstein

Vision language models (VLMs) have made remarkable progress in visual reasoning during the last decade. Most evaluations have used simple scenes (MS-COCO) that do not showcase complex human interactions or behaviors, only a handful of non-curated human descriptions as a benchmark…Read more