Image Classification Top-1 and Top-5 Accuracy on CIFAR100 (test)
81.15Top-1 AccuracyQKFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QKFormerArchitecture=HST-4-384, Param (M)=6.74, Time Step=42024.03 | 81.15 | — | |
| CMLArchitecture=Spikformer-4-384, Param (M)=9.32, Time Step=42024.03 | 80.02 | — | |
| S-TransformerArchitecture=S-Transformer-2-512, Param (M)=10.28, Time Step=42024.03 | 78.4 | — | |
| SpikformerArchitecture=Spikformer-4-384, Param (M)=9.32, Time Step=42024.03 | 78.21 | — | |
| SpikingformerArchitecture=Spikingformer-4-384, Param (M)=9.32, Time Step=42024.03 | 78.21 | — | |
| TETArchitecture=ResNet-19, Param (M)=12.63, Time Step=42024.03 | 74.47 | — | |
| STBP-tdBNArchitecture=ResNet-19, Param (M)=12.63, Time Step=42024.03 | 70.86 | — | |
| YOLOv5nPruned %=-2026.04 | 58 | 84.6 | |
| BLS-SeTaPruned %=35.42026.04 | 58 | 84.6 | |
| BLS-InfoBatchPruned %=20.42026.04 | 57.6 | 84 |