Datasets › MSRC-12
MSRC-12 (MSRC-12 Kinect Gesture Dataset)
The Microsoft Research Cambridge-12 Kinect gesture data set consists of sequences of human movements, represented as body-part locations, and the associated gesture to be recognized by the system. The data set includes 594 sequences and 719,359 frames—approximately six hours and 40 minutes—collected from 30 people performing 12 gestures. In total, there are 6,244 gesture instances. The motion files contain tracks of 20 joints estimated using the Kinect Pose Estimation pipeline. The body poses are captured at a sample rate of 30Hz with an accuracy of about two centimeters in joint positions.
Source: https://pgram.com/dataset/msrc-12-kinect-gesture-data-set/
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Skeleton Based Action Recognition | MSRC-12 | Temporal Subspace Clustering Accuracy 99.08% | Subspace Clustering for Action Recognition with... | IIT-PAVIS/subspace-clustering-action-recognition | 2 | Compare |
| Gesture Recognition | MSRC-12 | 3S Net TTM Accuracy 99.01 | Skeleton-based Gesture Recognition Using Several Fully... | LiChenyang-Github/Temporal-Transformer-Module | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 31. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Distribution of Action Movements (DAM): A Descriptor for Human Action Recognition | 0 | 1 | 26 Oct 2023 | not harvested |
| Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning | 1 | 1 | 21 Jun 2020 | not harvested |
| Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module | 1 | 1 | 17 Nov 2018 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MSRC-12
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections