Topic Classification on AGNEWS (test)
56.9Hit Score (HS)NA-SFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NA-SFTBackbone=Mistral-7B2024.05 | 56.9 | 91.5 | |
| SFTBackbone=Mistral-7B2024.05 | 52.4 | 91.9 | |
| Vaccine-SFTBackbone=Mistral-7B2024.05 | 48.6 | 85.7 | |
| BSOBackbone=Mistral-7B2024.05 | 47.8 | 91.2 | |
| VlguardBackbone=Mistral-7B2024.05 | 43.9 | 90 | |
| LisaBackbone=Mistral-7B2024.05 | 40.5 | 89.6 | |
| SFTBackbone=Llama3-8B2026.02 | 31 | 90.3 | |
| ConstrainedSFTBackbone=Llama3-8B2026.02 | 29.2 | 84.1 | |
| SPARDBackbone=Llama3-8B2026.02 | 24.3 | 87.9 | |
| LisaBackbone=Llama3-8B2026.02 | 22.7 | 91 | |
| AsFTBackbone=Llama3-8B2026.02 | 18 | 81.3 | |
| SafeGradBackbone=Llama3-8B2026.02 | 17.5 | 90.5 | |
| DSSBackbone=Llama3-8B2026.02 | 16.9 | 89.2 | |
| SurgeryBackbone=Llama3-8B2026.02 | 7.4 | 88.6 |