A Survey of Current Datasets for Vision and Language Research

Understand

Integrating vision and language has long been a dream in work on artificial intelligence (AI).

• In the past two years, we have witnessed an explosion of work that brings together vision and language from images to videos and beyond.
• The available corpora have played a crucial role in advancing this area of research.
• In this paper, we propose a set of quality metrics for evaluating and analyzing the vision & language datasets and categorize them accordingly.