Safety Evaluation on BeaverTails Evaluation
1.24Harmful Score (HS)Antibody
Evaluation Results
| Method | Links | |
|---|---|---|
| AntibodyBackbone=Llama-2-7B, Fine-tuning Dataset=AGNEWS2026.02 | 1.24 | |
| AntibodyBackbone=Llama-2-7B, Fine-tuning Dataset=GSM8K2026.02 | 1.24 | |
| AntibodyBackbone=Llama-2-7B, Fine-tuning Dataset=SST22026.02 | 1.48 | |
| LisaBackbone=Llama-2-7B, Fine-tuning Dataset=GSM8K2026.02 | 5.86 | |
| BoosterBackbone=Llama-2-7B, Fine-tuning Dataset=GSM8K2026.02 | 9.06 | |
| LisaBackbone=Llama-2-7B, Fine-tuning Dataset=AlpacaEval2026.02 | 11.44 | |
| BoosterBackbone=Llama-2-7B, Fine-tuning Dataset=SST22026.02 | 14.31 | |
| BoosterBackbone=Llama-2-7B, Fine-tuning Dataset=AGNEWS2026.02 | 15.88 | |
| LisaBackbone=Llama-2-7B, Fine-tuning Dataset=AGNEWS2026.02 | 20.93 | |
| LisaBackbone=Llama-2-7B, Fine-tuning Dataset=SST22026.02 | 22.94 | |
| VaccineBackbone=Llama-2-7B, Fine-tuning Dataset=GSM8K2026.02 | 23.6 | |
| SFTBackbone=Llama-2-7B, Fine-tuning Dataset=GSM8K2026.02 | 23.94 | |
| AntibodyBackbone=Llama-2-7B, Fine-tuning Dataset=AlpacaEval2026.02 | 24.18 | |
| SFTBackbone=Llama-2-7B, Fine-tuning Dataset=AGNEWS2026.02 | 34.57 | |
| SFTBackbone=Llama-2-7B, Fine-tuning Dataset=SST22026.02 | 36.29 | |
| BoosterBackbone=Llama-2-7B, Fine-tuning Dataset=AlpacaEval2026.02 | 36.91 | |
| SFTBackbone=Llama-2-7B, Fine-tuning Dataset=AlpacaEval2026.02 | 39.48 | |
| VaccineBackbone=Llama-2-7B, Fine-tuning Dataset=AGNEWS2026.02 | 39.73 | |
| VaccineBackbone=Llama-2-7B, Fine-tuning Dataset=SST22026.02 | 44.16 | |
| VaccineBackbone=Llama-2-7B, Fine-tuning Dataset=AlpacaEval2026.02 | 55.94 |