Datasets › UI-PRMD

UI-PRMD (University of Idaho – Physical Rehabilitation Movement Dataset)

Introduced by Y. Liao et al. in A Deep Learning Framework for Assessing Physical Rehabilitation Exercises29 Jan 2019 archive 2025-07-28

UI-PRMD is a data set of movements related to common exercises performed by patients in physical therapy and rehabilitation programs. The data set consists of 10 rehabilitation exercises. A sample of 10 healthy individuals repeated each exercise 10 times in front of two sensory systems for motion capturing: a Vicon optical tracker, and a Kinect camera. The data is presented as positions and angles of the body joints in the skeletal models provided by the Vicon and Kinect mocap systems.

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Action Assessment UI-PRMD EGCN Prediction Accuracy 86.9 EGCN: An Ensemble-based Learning Framework for Exploring... bruceyo/EGCN 1 Compare
Action Quality Assessment UI-PRMD Spatio-Temporal Model Average mean absolute error 0.0253 A Deep Learning Framework for Assessing Physical... avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises 1 Compare

Papers archive 2025-07-28

2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 10. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

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

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • UI-PRMD

1 variant name, as the archive lists them.

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