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Robustness to TextFooler-based adversarial attacks on CSQA (test)
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14.8
Failure Rate
ROBERTa
14.712
15.306
15.9
16.494
Apr 24, 2020
Failure Rate
Avg Perturbation Ratio
Updated 4d ago
Evaluation Results
Method
Method
Links
Failure Rate
Avg Perturbation Ratio
ROBERTa
Augmentation=None
2020.04
14.8
12.6
G-DAUG^C-Rand
Augmentation Strategy=...
2020.04
15.6
13
G-DAUG^C-Diversity
Augmentation Strategy=...
2020.04
16
12.9
G-DAUG^C-Influence
Augmentation Strategy=...
2020.04
16.3
12.8
G-DAUG^C-Combo
Augmentation Strategy=...
2020.04
16.5
12.6
BACKTRANSLATION
Augmentation=Backtrans...
2020.04
17
12.9
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