Datasets › EgoGesture
EgoGesture
The EgoGesture dataset contains 2,081 RGB-D videos, 24,161 gesture samples and 2,953,224 frames from 50 distinct subjects.
Source: http://www.nlpr.ia.ac.cn/iva/yfzhang/datasets/egogesture.html Image Source: http://www.nlpr.ia.ac.cn/iva/yfzhang/datasets/egogesture.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 | EgoGesture | ResNeXt-101 Accuracy 94.03 | Real-time Hand Gesture Detection and Classification... | ahmetgunduz/Real-time-GesRec +4 | 4 | Compare |
| Action Recognition | EgoGesture | TSM+W3 Top-1 Accuracy 94.3 | Knowing What, Where and When to Look: Efficient Video... | — | 1 | 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 37. 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 | |||
|---|---|---|---|---|
| Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention | 0 | 1 | 2 Apr 2020 | not harvested |
| MMTM: Multimodal Transfer Module for CNN Fusion | 1 | 1 | 20 Nov 2019 | ran 0 of 3 samples (3 unverified) |
| Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks | 5 | 1 | 29 Jan 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) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- EgoGesture
1 variant name, as the archive lists them.
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