Image Classification on ImageNet 100 (Patched) (val)
47AccuracyClean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CleanTrusted Data=100%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 47 | 22.8 | |
| PatchSearchTrusted Data=0%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 45.9 | 50.3 | |
| KD DefenseTrusted Data=25%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 42 | 37.9 | |
| KD DefenseTrusted Data=10%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 35.7 | 44.8 | |
| BackdooredTrusted Data=0%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 31.8 | 1,683.2 | |
| KD DefenseTrusted Data=5%, Backbone=ResNet-18, SSL Algorithm=MoCo-v2, Poison Rate=1.0%2023.04 | 29.4 | 53.7 |