Human Mobility Generation on Human Mobility Tokyo 2021 Olympics
0.2701SIGETNext
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GETNext2026.03 | 0.2701 | 0.1473 | 0.0176 | 0.1204 | |
| LLM-Move2026.03 | 0.1967 | 0.0298 | 0.0101 | 0.0057 | |
| MHSA2026.03 | 0.1815 | 0.2013 | 0.012 | 0.0525 | |
| DeepMove2026.03 | 0.1667 | 0.0492 | 0.0587 | 0.0555 | |
| ELLMobvariant=w/o I.A.&E.A.2026.03 | 0.1465 | 0.034 | 0.0093 | 0.0095 | |
| ELLMobvariant=w/o E.A.2026.03 | 0.1392 | 0.0291 | 0.0083 | 0.0064 | |
| ELLMobvariant=w/o I.A.2026.03 | 0.1355 | 0.0316 | 0.0088 | 0.0086 | |
| LSTM2026.03 | 0.1147 | 0.0651 | 0.0598 | 0.0634 | |
| LLM-MOB2026.03 | 0.1047 | 0.0286 | 0.0085 | 0.0052 | |
| LLMOB2026.03 | 0.0973 | 0.0274 | 0.011 | 0.0051 | |
| LLM-ZS2026.03 | 0.0938 | 0.033 | 0.0132 | 0.0052 | |
| TrajGAIL2026.03 | 0.0863 | 0.2913 | 0.0121 | 0.0104 | |
| DiffTraj2026.03 | 0.0732 | 0.2171 | 0.0342 | 0.0282 | |
| ELLMobvariant=w/o Eve. Ext.2026.03 | 0.0686 | 0.0213 | 0.003 | 0.0041 | |
| ELLMobvariant=Full Model2026.03 | 0.0617 | 0.0061 | 0.0022 | 0.0035 |