ADHA

ADHA: “Adverbs Describing Human Actions” is the first benchmark for a new problem — recognizing human action adverbs (HAA). This is the first step for computer vision to change over from pattern recognition to real AI. Some key features of ADHA are: a semantically complete set of adverbs describing human actions, a set of common, describable human actions, and an exhaustive labeling of simultaneously emerging actions in each video. An in-depth analysis on the implementation of current effective models in action recognition and image captioning on adverb recognition is committed, and the results show that such methods are infeasible. Moreover, we use expression knowledge in those models and show that it can significantly improve HAA recognition performance.

Dataset Attributes

TasksNatural Language Processing

CategoriesHuman Action Adverbs