Attribute-controlled Text Generation on HelpSteer2 Relative Positive Representative Target
0.946DiversityRe-Control
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Re-ControlBackbone=Llama-3.2-3B2025.10 | 0.946 | 2.16 | 5.39 | |
| PromptingBackbone=Llama-3.2-3B2025.10 | 0.941 | 2.17 | 5.39 | |
| MAT-SteerBackbone=Llama-3.2-3B2025.10 | 0.739 | 2.22 | 5.17 | |
| BaseBackbone=Phi-4-mini2025.10 | 0.701 | 2.46 | — | |
| PromptingBackbone=Phi-4-mini2025.10 | 0.698 | 2.42 | 5.23 | |
| BaseBackbone=Llama-3.2-3B2025.10 | 0.626 | 2.19 | — | |
| Re-ControlBackbone=Phi-4-mini2025.10 | 0.611 | 2.51 | 5.7 | |
| ITIBackbone=Llama-3.2-3B2025.10 | 0.604 | 3.02 | 3.75 | |
| PRE-CONTROLBackbone=Llama-3.2-3B2025.10 | 0.558 | 2.16 | 7.96 | |
| ITIBackbone=Phi-4-mini2025.10 | 0.534 | 3.63 | 2.61 | |
| PRE-CONTROLBackbone=Phi-4-mini2025.10 | 0.53 | 2.41 | 8.31 | |
| MAT-SteerBackbone=Phi-4-mini2025.10 | 0.503 | 2.46 | 5.48 |