Keyword Prediction on SST-2
58.5PrecisionEnsembleSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EnsembleSHAPDefense scenario=Backdoor attack, Top-e=52026.03 | 58.5 | 97.5 | |
| ShapleyDefense scenario=Backdoor attack, Top-e=52026.03 | 54.3 | 90.4 | |
| EnsembleSHAPDefense scenario=Adv. attack, Top-e=52026.03 | 37.8 | 71.7 | |
| ShapleyDefense scenario=Adv. attack, Top-e=52026.03 | 36.1 | 68 | |
| LIMEDefense scenario=Backdoor attack, Top-e=52026.03 | 14.8 | 24.7 | |
| LIMEDefense scenario=Adv. attack, Top-e=52026.03 | 14.6 | 31.9 | |
| ICLDefense scenario=Adv. attack, Top-e=52026.03 | 9.8 | 21 | |
| ICLDefense scenario=Backdoor attack, Top-e=52026.03 | 8.7 | 14.5 |