Image Classification on DMLab Synthetic (Robustness Metrics)
50Accuracy (Clean)Dynamic-tuning
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Dynamic-tuningParams (M)=1.282026.04 | 50 | 44.3 | 44.1 | 44.3 | 37.4 | |
| Spike-NVPTParams (M)=0.172026.04 | 47.6 | 40.9 | 40.9 | 40.1 | 35.2 | |
| LoRAParams (M)=0.672026.04 | 47.2 | 39.4 | 40.2 | 39.7 | 38.2 | |
| VPTParams (M)=0.172026.04 | 43.5 | 39.7 | 39.1 | 39.1 | 33 | |
| EdgeNetParams (M)=33.512026.04 | 39.9 | 31.2 | 28 | 32.9 | 27.4 |