Going Beneath the Surface: Evaluating Image Captioning for Grammaticality, Truthfulness and Diversity

Huiyuan Xie, Tom Sherborne, Alexander Kuhnle +1

Image captioning as a multimodal task has drawn much interest in recent years. However, evaluation for this task remains a challenging problem. Existing evaluation metrics focus on…