Image Classification on CIFAR10 (Accuracy and Energy)
96.22AccuracySpikingResformer+DA-SSDP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SpikingResformer+DA-SSDPArchitecture=SpikingResformer-CIFAR, Param (M)=10.83, TimeStep=42025.12 | 96.22 | — | |
| SpikingResformer+SSDP(w/o DA)Architecture=SpikingResformer-CIFAR, Param (M)=10.83, TimeStep=42025.12 | 96.15 | — | |
| SpikingResformerArchitecture=SpikingResformer-CIFAR, Param (M)=10.83, TimeStep=42025.12 | 95.95 | — | |
| SpikingformerArchitecture=Spikingformer, TimeStep=42025.12 | 95.61 | — | |
| Spike-driven TransformerArchitecture=Spike-driven Transformer, TimeStep=42025.12 | 95.6 | — | |
| SpikformerArchitecture=Spikformer-4-384, Param (M)=9.32, TimeStep=42025.12 | 95.51 | — |