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Datasets › DVS128 Gesture

DVS128 Gesture

Introduced by Arnon Amir et al. in A Low Power, Fully Event-Based Gesture Recognition System archive 2025-07-28

Comprises 11 hand gesture categories from 29 subjects under 3 illumination conditions.

Source: A Low Power, Fully Event-Based Gesture Recognition System

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 6 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
Gesture Recognition DVS128 Gesture TENNs-PLEIADES Accuracy (%) 100.00 TENNs-PLEIADES: Building Temporal Kernels with... peabrane/pleiades 14 Compare
Action Recognition DVS128 Gesture SEW-Resnet18 Accuracy (% ) 96.53 EventRPG: Event Data Augmentation with Relevance... myuansun/eventrpg 1 Compare
Event data classification DVS128 Gesture SSNN Accuracy (% ) 94.91 Shrinking Your TimeStep: Towards Low-Latency... — 1 Compare
Gesture Generation DVS128 Gesture ECSNet Accuracy (% ) 98.61 Ecsnet: Spatio-temporal feature learning for event camera happychenpipi/ECSNet 1 Compare
Image Classification DVS128 Gesture SNN Accuracy 92.5 Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in... GorkaAbad/Sneaky-Spikes 1 Compare
Object Recognition DVS128 Gesture SSNN Accuracy (% ) 94.91 Shrinking Your TimeStep: Towards Low-Latency... — 1 Compare

Papers archive 2025-07-28

16 shown of 16 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 103. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
TENNs-PLEIADES: Building Temporal Kernels with Orthogonal Polynomials 1 1 20 May 2024 not harvested
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models 1 1 29 Apr 2024 ran 15 of 18 samples (3 unverified)
EventRPG: Event Data Augmentation with Relevance Propagation Guidance 1 1 14 Mar 2024 ran 5 of 16 samples (11 unverified)
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data 0 2 2 Feb 2024 not harvested
Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Network 0 2 2 Jan 2024 not harvested
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks 1 1 27 Jun 2023 not harvested
Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data 1 1 13 Feb 2023 not harvested
Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks 0 1 3 Nov 2022 not harvested
Online Training Through Time for Spiking Neural Networks 1 1 9 Oct 2022 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)
Ecsnet: Spatio-temporal feature learning for event camera 1 1 29 Aug 2022 not harvested
Efficient recurrent architectures through activity sparsity and sparse back-propagation through time 1 1 13 Jun 2022 not harvested
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks 1 1 10 Jun 2022 not harvested
Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods 0 2 29 Sep 2021 not harvested
Temporal Binary Representation for Event-Based Action Recognition 1 1 18 Oct 2020 not harvested
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences 1 1 2 May 2020 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction 1 1 27 Mar 2020 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Image ClassificationQuestion AnsweringAction RecognitionGesture RecognitionObject RecognitionGesture GenerationEvent data classification

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

No modality tagged.

Languages archive 2025-07-28

Chinese

Variants archive 2025-07-28

  • DVS128 Gesture

1 variant name, as the archive lists them.

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