Text Adversarial Example Detection on IMDB
98.7TPR@10RDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RDEAttack Method=TF-adj2026.03 | 98.7 | 95.1 | 98 | |
| RTD-GuardAttack Method=TextFooler2026.03 | 98.5 | 94.8 | 98.3 | |
| WDRAttack Method=TF-adj2026.03 | 98.2 | 95.9 | 96.8 | |
| RTD-GuardAttack Method=PWWS2026.03 | 98.1 | 93 | 98 | |
| RTD-GuardAttack Method=BAE2026.03 | 98 | 95.3 | 98.1 | |
| WDRAttack Method=TextFooler2026.03 | 97.6 | 94.4 | 95.9 | |
| RDEAttack Method=TextFooler2026.03 | 96.6 | 93.5 | 96.6 | |
| RTD-GuardAttack Method=TF-adj2026.03 | 96.3 | 94.2 | 96.5 | |
| GradMaskAttack Method=TF-adj2026.03 | 96.2 | 93.8 | 95.9 | |
| WDRAttack Method=BAE2026.03 | 95.9 | 93.1 | 95.7 | |
| GradMaskAttack Method=TextFooler2026.03 | 95.7 | 93.4 | 96 | |
| RDEAttack Method=BAE2026.03 | 93.1 | 91.7 | 95.6 | |
| WDRAttack Method=PWWS2026.03 | 92.5 | 91.4 | 95.3 | |
| GradMaskAttack Method=BAE2026.03 | 92.3 | 92 | 95.2 | |
| MLEAttack Method=TF-adj2026.03 | 91.9 | 91.1 | 95.8 | |
| GradMaskAttack Method=PWWS2026.03 | 91.3 | 91.7 | 95.6 | |
| FGWSAttack Method=PWWS2026.03 | 88.2 | 89.1 | 90.8 | |
| RDEAttack Method=PWWS2026.03 | 88.2 | 89 | 94.5 | |
| MLEAttack Method=TextFooler2026.03 | 86.5 | 88.1 | 94.4 | |
| FGWSAttack Method=TextFooler2026.03 | 84.6 | 87.1 | 87.3 | |
| MLEAttack Method=BAE2026.03 | 82.1 | 85.5 | 93.6 | |
| MLEAttack Method=PWWS2026.03 | 75.9 | 81.7 | 92.3 | |
| FGWSAttack Method=TF-adj2026.03 | 72.6 | 80.6 | 78.4 | |
| FGWSAttack Method=BAE2026.03 | 62.1 | 72.3 | 70.9 | |
| PPLAttack Method=TextFooler2026.03 | 43.9 | 57 | 75.1 | |
| PPLAttack Method=PWWS2026.03 | 33.3 | 46.5 | 69.5 | |
| PPLAttack Method=TF-adj2026.03 | 24.6 | 36.8 | 68.5 | |
| PPLAttack Method=BAE2026.03 | 23.7 | 35.5 | 65 |