Datasets › NVGesture
NVGesture
The NVGesture dataset focuses on touchless driver controlling. It contains 1532 dynamic gestures fallen into 25 classes. It includes 1050 samples for training and 482 for testing. The videos are recorded with three modalities (RGB, depth, and infrared).
Source: Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition Image Source: Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network
Benchmarks archive 2025-07-28
All 1 leaderboard 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 | NVGesture | De+Recouple Accuracy 91.70 | Decoupling and Recoupling Spatiotemporal Representation... | damo-cv/motionrgbd | 5 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 29. 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 | |||
|---|---|---|---|---|
| Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition | 1 | 1 | 16 Dec 2021 | not harvested |
| An Efficient PointLSTM for Point Clouds Based Gesture Recognition | 1 | 1 | 1 Jun 2020 | not harvested |
| MMTM: Multimodal Transfer Module for CNN Fusion | 1 | 1 | 20 Nov 2019 | ran 0 of 3 samples (3 unverified) |
| Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training | 1 | 1 | 14 Dec 2018 | not harvested |
| Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture Recognition | 1 | 1 | 19 Apr 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
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
- NVGesture
- NVGesture
2 variant names, as the archive lists them.
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