Sentiment Analysis on SST-2 HiddenKiller poisoned (test)
96.05Clean AccuracyVanilla
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VanillaBackbone=Llama2-7B2024.02 | 96.05 | 96.05 | |
| MuScleLoRABackbone=Llama2-7B2024.02 | 94.62 | 26.86 | |
| LoRABackbone=Llama2-7B2024.02 | 94.45 | 78.07 | |
| VanillaBackbone=GPT2-XL2024.02 | 93.57 | 93.42 | |
| PrefixBackbone=Llama2-7B2024.02 | 92.42 | 60.2 | |
| STRIPBackbone=Llama2-7B2024.02 | 91.71 | 94.29 | |
| STRIPBackbone=GPT2-XL2024.02 | 91.54 | 92.1 | |
| MuScleLoRABackbone=GPT2-XL2024.02 | 90.17 | 18.42 | |
| ONIONBackbone=Llama2-7B2024.02 | 86.27 | 96.05 | |
| LoRABackbone=GPT2-XL2024.02 | 85.01 | 66.02 | |
| ONIONBackbone=GPT2-XL2024.02 | 83.53 | 92 | |
| PrefixBackbone=GPT2-XL2024.02 | 82.1 | 65.13 |