Image Classification on CIFAR100 (Accuracy & Efficiency)
81.02AccuracyTransformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TransformerArchitecture=Transformer-4-384, Param (M)=9.32, TimeStep=12025.12 | 81.02 | — | |
| SpikingResformer+DA-SSDPArchitecture=SpikingResformer-CIFAR, Param (M)=10.83, TimeStep=42025.12 | 79.48 | 0.494 | |
| SpikingResformer+SSDP(w/o DA)Architecture=SpikingResformer-CIFAR, Param (M)=10.83, TimeStep=42025.12 | 79.26 | 0.504 | |
| SpikingformerArchitecture=Spikingformer, TimeStep=42025.12 | 79.09 | — | |
| SpikingResformerArchitecture=SpikingResformer-CIFAR, Param (M)=10.83, TimeStep=42025.12 | 78.73 | 0.493 | |
| Spike-driven TransformerArchitecture=Spike-driven Transformer, TimeStep=42025.12 | 78.4 | — | |
| SpikformerArchitecture=Spikformer-4-384, Param (M)=9.32, TimeStep=42025.12 | 77.86 | — |