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ResearchFormerly WizWand

Classification on DVS-Gesture

98.96Top-1 AccMorphSNN
85.242488.803792.36595.9263Mar 27, 2020Apr 5, 2021Apr 15, 2022Apr 24, 2023May 3, 2024May 12, 2025May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MorphSNNArchitecture=DGD-SNN-7-3, T=162026.0398.96
CogniSNNArchitecture=ER-RGA-7, T=162026.0398.61
Spike-Driven TransformerArchitecture=2-512, Steps=162026.0598.61
TA-SNNArchitecture=CNN, Steps=602026.0598.6
SpikformerArchitecture=Spikformer-2-256, T=162026.0398.3
SpikingformerArchitecture=Spikingformer-2-256, T=162026.0398.3
Spike-D- TransformerArchitecture=S-d-Transformer-2-256, T=162026.0398.26
SEW-ResNetArchitecture=ConvNet, T=162026.0397.92
SpikingMoEArchitecture=2-512, Steps=162026.0597.91
SEW-ResNetArchitecture=ResNet-18, Steps=162026.0597.9
LIAF-NetArchitecture=VGG, Steps=602026.0597.6
PLIFArchitecture=CNN, Steps=202026.0597.6
PLIFMethod=Spike-based BP2022.0697.57
Spike-Driven TransformerArchitecture=2-512, Steps=102026.0597.56
STL-SNNMethod=Spike-based BP, Selection=Best top-12022.0697.22
RolloutArchitecture=DenseNet, Steps=2402026.0597.2
STBP-tdBNArchitecture=ResNet-19, Steps=402026.0596.9
STBP-tdBNMethod=ANN2SNN2022.0696.87
STS-ResNet2020.0396.7
MorphSNNArchitecture=DGD-SNN-7-3, T=52026.0396.53
Spike-Driven TransformerArchitecture=2-256, Steps=102026.0595.83
SpikingMoEArchitecture=2-256, Steps=162026.0595.83
AERMethod=STDP2022.0695.75
DECOLLEArchitecture=CNN, Steps=5002026.0595.5
CogniSNNArchitecture=WS-RGA-7, T=52026.0395.41
pointnet++2020.0395.32
CNN2020.0394.59
SpikingMoEArchitecture=2-256, Steps=102026.0594.44
Yang+Hardware=Simulated, Number of nodes=3+2026.0394
SlayerArchitecture=CNN2026.0593.6
SpikingformerArchitecture=Spikingformer-2-256, T=52026.0393.4
SpikingMoEArchitecture=2-512, Steps=102026.0592.7
SSNNArchitecture=VGG-9, T=52026.0390.74
MLFArchitecture=VGG-9, T=52026.0385.77