Datasets › Fitness-AQA

Fitness-AQA (Fitness Action Quality Assessment [ECCV 2022])

Introduced by Paritosh Parmar et al. in Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment28 Feb 2022 archive 2025-07-28

Largest, first-of-its-kind, in-the-wild, fine-grained workout/exercise posture analysis dataset, covering three different exercises: BackSquat, Barbell Row, and Overhead Press. Seven different types of exercise errors are covered. Unlabeled data is also provided to facilitate self-supervised learning.

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Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 3 papers for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Pose Estimation Action Recognition 3D Action Recognition 2D Human Pose Estimation Video Understanding Action Quality Assessment 3D Pose Estimation Disentanglement Action Understanding Pose Contrastive Learning Motion Disentanglement

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

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Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

Fitness-AQA

1 variant name, as the archive lists them.

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