MTL-AQA
AudioTextsVideos
A new multitask action quality assessment (AQA) dataset, the largest to date, comprising of more than 1600 diving samples; contains detailed annotations for fine-grained action recognition, commentary generation, and estimating the AQA score. Videos from multiple angles provided wherever available.
Source: What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
Benchmarks
Action Quality Assessment/Spearman CorrelationAction Quality Assessment/RL2(*100)Action Recognition/Position AccuracyAction Recognition/Armstand AccuracyAction Recognition/Rotation Type AccuracyAction Recognition/No. of Somersaults AccuracyAction Recognition/No. of Twists AccuracyActivity Recognition/Position AccuracyActivity Recognition/Armstand AccuracyActivity Recognition/Rotation Type AccuracyActivity Recognition/No. of Somersaults AccuracyActivity Recognition/No. of Twists Accuracy