Fault Detection on Cifar-10
97FDRCAFD
Evaluation Results
| Method | Links | |
|---|---|---|
| CAFDBudget size=b=12%, Backbone=ResNet182026.05 | 97 | |
| CAFDBudget size=b=10%, Backbone=ResNet182026.05 | 96 | |
| DATISBudget size=b=12%, Backbone=ResNet182026.05 | 94 | |
| DATISBudget size=b=10%, Backbone=ResNet182026.05 | 92 | |
| DeepGiniBudget size=b=12%, Backbone=ResNet182026.05 | 92 | |
| MarginBudget size=b=12%, Backbone=ResNet182026.05 | 92 | |
| VanillaBudget size=b=12%, Backbone=ResNet182026.05 | 92 | |
| RTSBudget size=b=12%, Backbone=ResNet182026.05 | 91 | |
| DeepGiniBudget size=b=10%, Backbone=ResNet182026.05 | 87 | |
| VanillaBudget size=b=10%, Backbone=ResNet182026.05 | 87 | |
| MarginBudget size=b=10%, Backbone=ResNet182026.05 | 86 | |
| RTSBudget size=b=10%, Backbone=ResNet182026.05 | 86 | |
| CAFDBudget size=b=7%, Backbone=ResNet182026.05 | 85 | |
| DATISBudget size=b=7%, Backbone=ResNet182026.05 | 82 | |
| CAFDBudget size=b=1%, Backbone=ResNet182026.05 | 75 | |
| CAFDBudget size=b=5%, Backbone=ResNet182026.05 | 73 | |
| DeepGiniBudget size=b=7%, Backbone=ResNet182026.05 | 73 | |
| VanillaBudget size=b=7%, Backbone=ResNet182026.05 | 73 | |
| MarginBudget size=b=7%, Backbone=ResNet182026.05 | 72 | |
| DATISBudget size=b=5%, Backbone=ResNet182026.05 | 71 | |
| RTSBudget size=b=7%, Backbone=ResNet182026.05 | 71 | |
| DATISBudget size=b=1%, Backbone=ResNet182026.05 | 68 | |
| DeepGiniBudget size=b=1%, Backbone=ResNet182026.05 | 61 | |
| RTSBudget size=b=1%, Backbone=ResNet182026.05 | 59 | |
| DeepGiniBudget size=b=5%, Backbone=ResNet182026.05 | 59 | |
| VanillaBudget size=b=5%, Backbone=ResNet182026.05 | 59 | |
| RTSBudget size=b=5%, Backbone=ResNet182026.05 | 59 | |
| CAFDBudget size=b=3%, Backbone=ResNet182026.05 | 57 | |
| MarginBudget size=b=5%, Backbone=ResNet182026.05 | 57 | |
| DATISBudget size=b=3%, Backbone=ResNet182026.05 | 56 | |
| MarginBudget size=b=1%, Backbone=ResNet182026.05 | 55 | |
| VanillaBudget size=b=1%, Backbone=ResNet182026.05 | 55 | |
| DeepGiniBudget size=b=3%, Backbone=ResNet182026.05 | 49 | |
| VanillaBudget size=b=3%, Backbone=ResNet182026.05 | 44 | |
| RTSBudget size=b=3%, Backbone=ResNet182026.05 | 43 | |
| MarginBudget size=b=3%, Backbone=ResNet182026.05 | 41 |