Human Response Distribution Simulation on Survey Datasets (Both split)
0.069Weighted Distance (WD)DSA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSALLM=Qwen3-32B2025.10 | 0.069 | 0.18 | |
| DSALLM=Qwen3-4B2025.10 | 0.071 | 0.191 | |
| TKFTLLM=Qwen3-32B2025.10 | 0.073 | 0.185 | |
| TKFTLLM=Qwen3-4B2025.10 | 0.077 | 0.197 | |
| DSALLM=Llama3-8B2025.10 | 0.079 | 0.217 | |
| TKFTLLM=Llama3-8B2025.10 | 0.087 | 0.227 | |
| PELLM=Llama3-8B2025.10 | 0.094 | 0.232 | |
| DirectLLM=Llama3-8B2025.10 | 0.097 | 0.241 | |
| DirectLLM=Qwen3-32B2025.10 | 0.101 | 0.281 | |
| PELLM=Qwen3-32B2025.10 | 0.104 | 0.292 | |
| PELLM=Qwen3-4B2025.10 | 0.137 | 0.351 | |
| DirectLLM=Qwen3-4B2025.10 | 0.138 | 0.361 |