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Robustness to TextFooler-based adversarial attacks on CODAH (test)
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30.9
Failure Rate
ROBERTa
30.652
32.326
34
35.674
Apr 24, 2020
Failure Rate
Avg Perturbation Ratio
Updated 1mo ago
Evaluation Results
Method
Method
Links
Failure Rate
Avg Perturbation Ratio
ROBERTa
Augmentation=None
2020.04
30.9
15.8
G-DAUG^C-Influence
Augmentation Strategy=...
2020.04
34.9
15.8
G-DAUG^C-Combo
Augmentation Strategy=...
2020.04
35.2
15.7
G-DAUG^C-Diversity
Augmentation Strategy=...
2020.04
36.1
16.2
G-DAUG^C-Rand
Augmentation Strategy=...
2020.04
36.2
15.9
BACKTRANSLATION
Augmentation=Backtrans...
2020.04
37.1
15.9
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