Image Classification on CIFAR-10 (Static)
96.18AccuracyQKFormer
Evaluation results
| Method | Links | |
|---|---|---|
| QKFormerParams (M)=6.74, Timestep (T)=42026.05 | 96.18 | |
| NESTformer (g3)Params (M)=4.14, Timestep (T)=42026.05 | 96.18 | |
| SpikingformerParams (M)=9.32, Timestep (T)=42026.05 | 96.04 | |
| NESTformer (g2)Params (M)=2.36, Timestep (T)=42026.05 | 95.91 | |
| SpikformerParams (M)=9.32, Timestep (T)=42026.05 | 95.51 | |
| Spike-driven TFParams (M)=9.32, Timestep (T)=42026.05 | 95.51 | |
| SEW-ResNetTimestep (T)=42026.05 | 94.85 | |
| TET (ResNet-19)Params (M)=12.63, Timestep (T)=42026.05 | 94.44 | |
| NESTformer (g1)Params (M)=1.88, Timestep (T)=42026.05 | 93.25 | |
| NESTformer (g0)Params (M)=0.98, Timestep (T)=42026.05 | 92.83 |