Image Classification on ImageNet (Computational Overhead)
37,550,000Additional FLOPsProposed Protection
Evaluation results
| Method | Links | |
|---|---|---|
| Proposed ProtectionModel=ViT-B, Number of faults=12024.07 | 37,550,000 | |
| Proposed ProtectionModel=ViT-B, Number of faults=52024.07 | 48,430,000 | |
| Proposed ProtectionModel=ViT-B, Number of faults=102024.07 | 53,110,000 | |
| Proposed ProtectionModel=ViT-B, Number of faults=152024.07 | 57,370,000 | |
| Proposed ProtectionModel=ViT-B, Number of faults=202024.07 | 63,970,000 | |
| Static ProtectionModel=ViT-B, Number of faults=12024.07 | 69,920,000 | |
| Static ProtectionModel=ViT-B, Number of faults=52024.07 | 78,900,000 | |
| Static ProtectionModel=ViT-B, Number of faults=102024.07 | 87,990,000 | |
| Static ProtectionModel=ViT-B, Number of faults=152024.07 | 90,340,000 | |
| Static ProtectionModel=ViT-B, Number of faults=202024.07 | 97,500,000 | |
| Uniform ProtectionModel=ViT-B, Number of faults=12024.07 | 104,900,000 | |
| Uniform ProtectionModel=ViT-B, Number of faults=52024.07 | 105,200,000 | |
| Uniform ProtectionModel=ViT-B, Number of faults=102024.07 | 105,600,000 | |
| Uniform ProtectionModel=ViT-B, Number of faults=152024.07 | 106,000,000 | |
| Uniform ProtectionModel=ViT-B, Number of faults=202024.07 | 106,400,000 |