Image Classification on CIFAR-100 (Static)
81.3AccuracyNESTformer (g3)
Evaluation Results
| Method | Links | |
|---|---|---|
| NESTformer (g3)Params (M)=4.14, Timestep (T)=42026.05 | 81.3 | |
| QKFormerParams (M)=6.74, Timestep (T)=42026.05 | 81.15 | |
| NESTformer (g2)Params (M)=2.36, Timestep (T)=42026.05 | 80.12 | |
| SpikingformerParams (M)=9.32, Timestep (T)=42026.05 | 80.02 | |
| NESTformer (g1)Params (M)=1.88, Timestep (T)=42026.05 | 79.24 | |
| SpikformerParams (M)=9.32, Timestep (T)=42026.05 | 78.21 | |
| Spike-driven TFParams (M)=9.32, Timestep (T)=42026.05 | 77.92 | |
| NESTformer (g0)Params (M)=0.98, Timestep (T)=42026.05 | 76.11 | |
| TET (ResNet-19)Params (M)=12.63, Timestep (T)=42026.05 | 74.47 | |
| SEW-ResNetTimestep (T)=42026.05 | 74.24 |