Backdoor Defense on QQP
80.76AccuracyFine-purifying
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fine-purifyingModel=RoBERTa, Backdoor Attack=BadSent2023.05 | 80.76 | 42.53 | |
| Fine-mixingModel=RoBERTa, Backdoor Attack=BadWord2023.05 | 80.28 | 18.2 | |
| Fine-purifyingModel=RoBERTa, Backdoor Attack=BadWord2023.05 | 80.1 | 22.87 | |
| Fine-mixingModel=RoBERTa, Backdoor Attack=BadSent2023.05 | 79.99 | 84.08 | |
| Fine-purifyingModel=BERT, Backdoor Attack=BadWord2023.05 | 78.29 | 60.97 | |
| Fine-purifyingModel=BERT, Backdoor Attack=BadSent2023.05 | 77.89 | 30.81 | |
| Fine-mixingModel=BERT, Backdoor Attack=BadSent2023.05 | 77.75 | 85.75 | |
| Fine-mixingModel=BERT, Backdoor Attack=BadWord2023.05 | 77.18 | 73.61 |