Human mobility simulation on Beijing dataset (Overall)
1.353Inference TimeMobCache
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MobCache2026.02 | 1.353 | 121.7636 | 1.6329 | 0.0187 | 0.0333 | 0.0191 | 0.0258 | 10.61 | 22.15 | |
| Geo-LLaMA2026.02 | 2.341 | 25.8006 | 1.2701 | 0.0325 | 0.0216 | 0.027 | 0.0188 | 11.98 | 24.98 | |
| Urban-Mobility-LLM2026.02 | 8.08 | 67.3117 | 0.901 | 0.5439 | 0.0473 | 0.0249 | 0.0192 | 9.5 | 31.99 | |
| LLMob2026.02 | 24.3361 | 65.2083 | 0.2997 | 1.5652 | 0.0628 | 0.0175 | 0.0277 | 6.71 | 29.71 | |
| CoPB2026.02 | 69.1675 | 25.7023 | 0.1005 | 1.7776 | 0.0247 | 0.0233 | 0.025 | 10.29 | 26.28 |