Neuromorphic Classification on DVS128 Gesture (test)
99.3Top-1 AccuracyS-Transformer
Evaluation results
| Method | Links | |
|---|---|---|
| S-TransformerArchitecture=S-Transformer-2-256, Param (M)=2.57, Time Step=162024.03 | 99.3 | |
| STSAArchitecture=STSFormer-2-256, Param (M)=1.99, Time Step=162024.03 | 98.7 | |
| CMLArchitecture=Spikformer-2-256, Param (M)=2.57, Time Step=162024.03 | 98.6 | |
| QKFormerArchitecture=HST-2-256, Param (M)=1.50, Time Step=162024.03 | 98.6 | |
| SpikformerArchitecture=Spikformer-2-256, Param (M)=2.57, Time Step=162024.03 | 98.3 | |
| SpikingformerArchitecture=Spikingformer-2-256, Param (M)=2.57, Time Step=162024.03 | 98.3 | |
| QKFormerArchitecture=HST-2-256, Param (M)=1.50, Time Step=102024.03 | 98.3 | |
| CMLArchitecture=Spikformer-2-256, Param (M)=2.57, Time Step=102024.03 | 97.6 | |
| STSAArchitecture=STSFormer-2-256, Param (M)=1.99, Time Step=102024.03 | 97.3 | |
| SpikformerArchitecture=Spikformer-2-256, Param (M)=2.57, Time Step=102024.03 | 96.9 | |
| SpikingformerArchitecture=Spikingformer-2-256, Param (M)=2.57, Time Step=102024.03 | 96.2 |