Mobility Synthesis on NHTS Oklahoma
68.9AccuracyGRPO_LLaMA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GRPO_LLaMAMethod Category=Fine-tuned LLMs2026.04 | 68.9 | 25.2 | 13.2 | |
| GRPO_QwenMethod Category=Fine-tuned LLMs2026.04 | 65.9 | 26.5 | 9.9 | |
| CoPBMethod Category=Specific LLM2026.04 | 62.7 | 56.7 | 14 | |
| ChatGPTMethod Category=General LLM Baselines2026.04 | 61.6 | 40.4 | 15.8 | |
| RAGHomeMethod Category=Specific LLM2026.04 | 61.4 | 52.8 | 14.2 | |
| QwenMethod Category=General LLM Baselines2026.04 | 54.2 | 57 | 16.7 | |
| LLaMAMethod Category=General LLM Baselines2026.04 | 51.5 | 61.1 | 21.3 | |
| DeepMoveMethod Category=Traditional Baselines2026.04 | 47.2 | 67.6 | 28.1 | |
| LSTPMMethod Category=Traditional Baselines2026.04 | 37.6 | 69.7 | 28.7 |