Open-ended Generation on TruthfulQA Open-ended
99.6True ScoreITI
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ITIModel=Qwen2.5-7B-Instruct2026.02 | 99.6 | 68.1 | 67.82 | |
| CAAModel=Qwen2.5-7B-Instruct2026.02 | 98.99 | 68.63 | 67.95 | |
| SADI-HEADModel=Qwen2.5-7B-Instruct2026.02 | 97 | 71.23 | 69.09 | |
| ITIModel=LLaMA-3.1-8B-Instruct2026.02 | 89.66 | 44.96 | 40.31 | |
| 5-shot ICLModel=LLaMA-3.1-8B-Instruct2026.02 | 89.17 | 43.66 | 38.93 | |
| Spherical SteeringModel=Qwen2.5-7B-Instruct2026.02 | 88.02 | 88.44 | 77.84 | |
| CAAModel=LLaMA-3.1-8B-Instruct2026.02 | 84.63 | 58.67 | 49.66 | |
| BaselineModel=Qwen2.5-7B-Instruct2026.02 | 83.65 | 88.93 | 74.4 | |
| BaselineModel=LLaMA-3.1-8B-Instruct2026.02 | 82.32 | 58.6 | 48.24 | |
| Spherical SteeringModel=LLaMA-3.1-8B-Instruct2026.02 | 82.05 | 66.57 | 54.63 | |
| SADI-HEADModel=LLaMA-3.1-8B-Instruct2026.02 | 80.3 | 63.74 | 51.18 | |
| 5-shot ICLModel=Qwen2.5-7B-Instruct2026.02 | 78.39 | 97.99 | 76.94 | |
| LLM-CASBackbone=LLaMA2-7B-CHAT2025.12 | 75.12 | 94.22 | 70.78 | |
| SADIBackbone=LLaMA2-7B-CHAT2025.12 | 74.54 | 93.51 | 69.71 | |
| CAABackbone=LLaMA2-7B-CHAT2025.12 | 71.6 | 83.84 | 60.03 | |
| BaselineBackbone=LLaMA2-7B-CHAT2025.12 | 66.83 | 99.51 | 66.5 |