Survey Simulation on WVS
0.086Weighted Distance (WD)DSA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSALLM=Llama3-8B2025.10 | 0.086 | 0.01 | |
| DSALLM=Qwen3-32B2025.10 | 0.102 | 0.011 | |
| DSALLM=Qwen3-4B2025.10 | 0.109 | 0.012 | |
| TKFTLLM=Qwen3-32B2025.10 | 0.122 | 0.014 | |
| TKFTLLM=Llama3-8B2025.10 | 0.126 | 0.015 | |
| TKFTLLM=Qwen3-4B2025.10 | 0.127 | 0.015 | |
| AAELLM=Qwen3-32B2025.10 | 0.13 | 0.014 | |
| AAELLM=Qwen3-4B2025.10 | 0.134 | 0.015 | |
| TSLLM=-2025.10 | 0.144 | 0.015 | |
| AAELLM=Llama3-8B2025.10 | 0.154 | 0.017 | |
| PELLM=Llama3-8B2025.10 | 0.67 | 0.177 | |
| PELLM=Qwen3-32B2025.10 | 0.766 | 0.195 | |
| DirectLLM=Llama3-8B2025.10 | 0.772 | 0.191 | |
| PELLM=Qwen3-4B2025.10 | 0.801 | 0.214 | |
| DirectLLM=Qwen3-32B2025.10 | 0.825 | 0.214 | |
| DirectLLM=Qwen3-4B2025.10 | 0.844 | 0.203 |