The Rhythmic Gymnastics dataset contains videos of four different types of gymnastics routines: ball, clubs, hoop and ribbon. Each type of routine has 250 associated videos, and the length of each video is approximately 1 min 35 s. We chose high-standard international competition videos, including videos from the 36th and 37th International Artistic Gymnastics Competitions, to construct the dataset. We have edited out the irrelevant parts of the original videos (such as replay shots and athlete warmups). We have annotated each video with three scores (a difficulty score, an execution score and a total score), which were given by the referee in accordance with the official scoring system.

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