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Benchmarks
Human Response Distribution Simulation on Survey Datasets (Both split)
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0.069
Weighted Distance (WD)
DSA
0.06624
0.08487
0.1035
0.12213
Oct 24, 2025
Weighted Distance (WD)
Jensen-Shannon Divergence (JSD)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Weighted Distance (WD)
Jensen-Shannon Divergence (JSD)
DSA
LLM=Qwen3-32B
2025.10
0.069
0.18
DSA
LLM=Qwen3-4B
2025.10
0.071
0.191
TKFT
LLM=Qwen3-32B
2025.10
0.073
0.185
TKFT
LLM=Qwen3-4B
2025.10
0.077
0.197
DSA
LLM=Llama3-8B
2025.10
0.079
0.217
TKFT
LLM=Llama3-8B
2025.10
0.087
0.227
PE
LLM=Llama3-8B
2025.10
0.094
0.232
Direct
LLM=Llama3-8B
2025.10
0.097
0.241
Direct
LLM=Qwen3-32B
2025.10
0.101
0.281
PE
LLM=Qwen3-32B
2025.10
0.104
0.292
PE
LLM=Qwen3-4B
2025.10
0.137
0.351
Direct
LLM=Qwen3-4B
2025.10
0.138
0.361
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