Sentiment Analysis on SST2 (Top-1 Accuracy)
96.67Top-1 AccuracySafeLoRA
Evaluation results
| Method | Links | |
|---|---|---|
| SafeLoRABackbone=Qwen2.5-7B2026.06 | 96.67 | |
| SafeGeneBackbone=Qwen2.5-7B2026.06 | 96.56 | |
| SaLoRABackbone=Qwen2.5-7B2026.06 | 96.44 | |
| Fine-tunedBackbone=Qwen2.5-7B2026.06 | 95.87 | |
| SafeMERGEBackbone=Qwen2.5-7B2026.06 | 95.76 | |
| DINORANKCLIPProtocol=Linear probing2026.05 | 54.2 | |
| RANKCLIPProtocol=Linear probing2026.05 | 53.4 | |
| ALIPProtocol=Linear probing2026.05 | 53.3 | |
| CyCLIPProtocol=Linear probing2026.05 | 51.5 | |
| CLIPProtocol=Linear probing2026.05 | 51 |