Fault Detection on Cifar-100
78FDRCAFD
Evaluation Results
| Method | Links | |
|---|---|---|
| CAFDBudget size=b=1%, Backbone=ResNet1522026.05 | 78 | |
| CAFDBudget size=b=12%, Backbone=ResNet1522026.05 | 74 | |
| CAFDBudget size=b=10%, Backbone=ResNet1522026.05 | 71 | |
| VanillaBudget size=b=12%, Backbone=ResNet1522026.05 | 71 | |
| DeepGiniBudget size=b=12%, Backbone=ResNet1522026.05 | 69 | |
| DeepGiniBudget size=b=1%, Backbone=ResNet1522026.05 | 68 | |
| DATISBudget size=b=1%, Backbone=ResNet1522026.05 | 68 | |
| MarginBudget size=b=12%, Backbone=ResNet1522026.05 | 67 | |
| DATISBudget size=b=12%, Backbone=ResNet1522026.05 | 66 | |
| VanillaBudget size=b=1%, Backbone=ResNet1522026.05 | 65 | |
| CAFDBudget size=b=3%, Backbone=ResNet1522026.05 | 64 | |
| RTSBudget size=b=1%, Backbone=ResNet1522026.05 | 63 | |
| DeepGiniBudget size=b=10%, Backbone=ResNet1522026.05 | 63 | |
| VanillaBudget size=b=10%, Backbone=ResNet1522026.05 | 63 | |
| RTSBudget size=b=12%, Backbone=ResNet1522026.05 | 63 | |
| DeepGiniBudget size=b=3%, Backbone=ResNet1522026.05 | 60 | |
| VanillaBudget size=b=3%, Backbone=ResNet1522026.05 | 60 | |
| DATISBudget size=b=3%, Backbone=ResNet1522026.05 | 60 | |
| MarginBudget size=b=10%, Backbone=ResNet1522026.05 | 59 | |
| DATISBudget size=b=10%, Backbone=ResNet1522026.05 | 59 | |
| CAFDBudget size=b=5%, Backbone=ResNet1522026.05 | 58 | |
| RTSBudget size=b=10%, Backbone=ResNet1522026.05 | 57 | |
| DeepGiniBudget size=b=5%, Backbone=ResNet1522026.05 | 56 | |
| CAFDBudget size=b=7%, Backbone=ResNet1522026.05 | 55 | |
| VanillaBudget size=b=5%, Backbone=ResNet1522026.05 | 54 | |
| DATISBudget size=b=5%, Backbone=ResNet1522026.05 | 52 | |
| DeepGiniBudget size=b=7%, Backbone=ResNet1522026.05 | 52 | |
| RTSBudget size=b=3%, Backbone=ResNet1522026.05 | 51 | |
| VanillaBudget size=b=7%, Backbone=ResNet1522026.05 | 50 | |
| RTSBudget size=b=5%, Backbone=ResNet1522026.05 | 49 | |
| MarginBudget size=b=1%, Backbone=ResNet1522026.05 | 48 | |
| DATISBudget size=b=7%, Backbone=ResNet1522026.05 | 47 | |
| MarginBudget size=b=3%, Backbone=ResNet1522026.05 | 46 | |
| RTSBudget size=b=7%, Backbone=ResNet1522026.05 | 46 | |
| MarginBudget size=b=5%, Backbone=ResNet1522026.05 | 45 | |
| MarginBudget size=b=7%, Backbone=ResNet1522026.05 | 45 |