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Robustness to TextFooler-based adversarial attacks on WINOGRANDE (test)
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4.5
Failure Rate
ROBERTa
4.444
4.822
5.2
5.578
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
4.5
7.8
BACKTRANSLATION
Augmentation=Backtrans...
2020.04
5
8.2
G-DAUG^C-Influence
Augmentation Strategy=...
2020.04
5.4
8.4
G-DAUG^C-Rand
Augmentation Strategy=...
2020.04
5.7
8.4
G-DAUG^C-Diversity
Augmentation Strategy=...
2020.04
5.9
8.4
G-DAUG^C-Combo
Augmentation Strategy=...
2020.04
5.9
8.5
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