Introduced in How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs2022
ActivityNet Adverbs is a subset from the ActivityNet dataset with extracted verb-adverb annotations. ActivityNet Adverbs contains 20 adverbs appearing across 114 actions, forming 643 unique action-adverb pairs in 3,099 video clips.
Source: How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs