Open Vocabulary Action Recognition

Open Vocabulary Action Recognition (OVAR) aims to generalize beyond the predefined set of actions seen during training. The actions (verbs or verb-object pairs) are provided as textual queries during inference and no prior knowledge about them is assumed to be known during training.