Sentiment Analysis on SST2 (test) (Metrics HS and FA)
54.4HS ScoreNA-SFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NA-SFTBackbone=Mistral-7B2024.05 | 54.4 | 94.15 | |
| SFTBackbone=Mistral-7B2024.05 | 51.2 | 93.92 | |
| Vaccine-SFTBackbone=Mistral-7B2024.05 | 46.3 | 81.77 | |
| BSOBackbone=Mistral-7B2024.05 | 45.9 | 95.53 | |
| VlguardBackbone=Mistral-7B2024.05 | 43.9 | 95.18 | |
| LisaBackbone=Mistral-7B2024.05 | 39.8 | 95.99 | |
| SFTBackbone=Llama3-8B2026.02 | 34.2 | 94.5 | |
| ConstrainedSFTBackbone=Llama3-8B2026.02 | 29.3 | 87.84 | |
| SPARDBackbone=Llama3-8B2026.02 | 20.9 | 94.38 | |
| DSSBackbone=Llama3-8B2026.02 | 18.9 | 95.07 | |
| LisaBackbone=Llama3-8B2026.02 | 18.7 | 94.95 | |
| AsFTBackbone=Llama3-8B2026.02 | 17.2 | 93.58 | |
| SafeGradBackbone=Llama3-8B2026.02 | 16.1 | 95.18 | |
| SurgeryBackbone=Llama3-8B2026.02 | 9.4 | 94.5 |