Image Classification on Natural CIFAR-100 Caltech-101 (Corruption Robustness)
87.35Accuracy (Clean)Spike-NVPT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Spike-NVPTParams (M)=0.172026.04 | 87.35 | 63.9 | 58.4 | 69.2 | 75 | |
| VPTParams (M)=0.172026.04 | 86.15 | 55.4 | 50.35 | 65.25 | 68.6 | |
| Dynamic-tuningParams (M)=1.282026.04 | 83.4 | 59.7 | 60.9 | 68.2 | 71.4 | |
| LoRAParams (M)=0.672026.04 | 81.95 | 59.25 | 54.1 | 66.2 | 72.75 | |
| EdgeNetParams (M)=33.512026.04 | 80.5 | 63.2 | 53.7 | 59.5 | 66.6 |