Datasets › VIVA
VIVA (Vision for Intelligent Vehicles and Applications)
The VIVA challenge’s dataset is a multimodal dynamic hand gesture dataset specifically designed with difficult settings of cluttered background, volatile illumination, and frequent occlusion for studying natural human activities in real-world driving settings. This dataset was captured using a Microsoft Kinect device, and contains 885 intensity and depth video sequences of 19 different dynamic hand gestures performed by 8 subjects inside a vehicle.
Source: Short-Term Temporal Convolutional Networks for Dynamic Hand Gesture Recognition Image Source: http://www.site.uottawa.ca/research/viva/projects/hand_detection/index.html
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 | ||||
|---|---|---|---|---|---|---|
| Hand-Gesture Recognition | VIVA Hand Gestures Dataset | Two 3DCNNs: LRN + HRN [11] Accuracy 77.5 | Compressing 3DCNNs Based on Tensor Train Decomposition | — | 4 | Compare |
| Hand Gesture Recognition | VIVA Hand Gestures Dataset | MTUT Accuracy 86.08 | Improving the Performance of Unimodal Dynamic... | sbhonde1/Multimodal-Learning | 3 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 4. 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 | |||
|---|---|---|---|---|
| Compressing 3DCNNs Based on Tensor Train Decomposition | 0 | 4 | 8 Dec 2019 | not harvested |
| Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training | 1 | 1 | 14 Dec 2018 | not harvested |
| Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset | 34 | 1 | 22 May 2017 | ran 16 of 28 samples (12 unverified; 7 pointer-only for licence) |
| Two-Stream Convolutional Networks for Action Recognition in Videos | 7 | 1 | 9 Jun 2014 | ran 1 of 7 samples (6 unverified; 2 pointer-only for licence) |
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
- VIVA Hand Gestures Dataset
- VIVA
2 variant names, as the archive lists them.
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