Survey Simulation on ESS11
0.104Weighted Distance (WD)DSA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSALLM=Llama3-8B2025.10 | 0.104 | 0.008 | |
| DSALLM=Qwen3-32B2025.10 | 0.105 | 0.008 | |
| DSALLM=Qwen3-4B2025.10 | 0.108 | 0.008 | |
| TKFTLLM=Qwen3-32B2025.10 | 0.113 | 0.012 | |
| TKFTLLM=Qwen3-4B2025.10 | 0.119 | 0.012 | |
| AAELLM=Qwen3-4B2025.10 | 0.125 | 0.011 | |
| AAELLM=Qwen3-32B2025.10 | 0.126 | 0.011 | |
| TKFTLLM=Llama3-8B2025.10 | 0.126 | 0.011 | |
| TSLLM=-2025.10 | 0.13 | 0.012 | |
| AAELLM=Llama3-8B2025.10 | 0.133 | 0.012 | |
| PELLM=Qwen3-4B2025.10 | 0.715 | 0.135 | |
| DirectLLM=Qwen3-4B2025.10 | 0.799 | 0.141 | |
| PELLM=Llama3-8B2025.10 | 0.9 | 0.173 | |
| DirectLLM=Llama3-8B2025.10 | 1.041 | 0.177 | |
| PELLM=Qwen3-32B2025.10 | 1.252 | 0.237 | |
| DirectLLM=Qwen3-32B2025.10 | 1.413 | 0.248 |