Neuromorphic Classification on CIFAR10 DVS (test)
84Top-1 AccuracyQKFormer
Evaluation results
| Method | Links | |
|---|---|---|
| QKFormerArchitecture=HST-2-256, Param (M)=1.50, Time Step=162024.03 | 84 | |
| QKFormerArchitecture=HST-2-256, Param (M)=1.50, Time Step=102024.03 | 83.8 | |
| SpikingformerArchitecture=Spikingformer-2-256, Param (M)=2.57, Time Step=162024.03 | 81.3 | |
| SpikformerArchitecture=Spikformer-2-256, Param (M)=2.57, Time Step=162024.03 | 80.9 | |
| CMLArchitecture=Spikformer-2-256, Param (M)=2.57, Time Step=162024.03 | 80.9 | |
| S-TransformerArchitecture=S-Transformer-2-256, Param (M)=2.57, Time Step=162024.03 | 80 | |
| STSAArchitecture=STSFormer-2-256, Param (M)=1.99, Time Step=162024.03 | 79.93 | |
| SpikingformerArchitecture=Spikingformer-2-256, Param (M)=2.57, Time Step=102024.03 | 79.9 | |
| CMLArchitecture=Spikformer-2-256, Param (M)=2.57, Time Step=102024.03 | 79.2 | |
| STSAArchitecture=STSFormer-2-256, Param (M)=1.99, Time Step=102024.03 | 78.96 | |
| SpikformerArchitecture=Spikformer-2-256, Param (M)=2.57, Time Step=102024.03 | 78.9 |