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Robustness to TextFooler-based adversarial attacks on Hellaswag 2K (test)
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17.4
Failure Rate
ROBERTa
17.24
18.32
19.4
20.48
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
17.4
9.8
G-DAUG^C-Influence
Augmentation Strategy=...
2020.04
19.2
10.7
G-DAUG^C-Rand
Augmentation Strategy=...
2020.04
20
10.6
BACKTRANSLATION
Augmentation=Backtrans...
2020.04
20.2
10.2
G-DAUG^C-Combo
Augmentation Strategy=...
2020.04
21.3
10.5
G-DAUG^C-Diversity
Augmentation Strategy=...
2020.04
21.4
10.4
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