Human Mobility Generation on Human Mobility Tokyo COVID-19 Pandemic
0.2891SIGETNext
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GETNext2026.03 | 0.2891 | 0.2241 | 0.0142 | 0.1354 | |
| ELLMobvariant=w/o I.A.&E.A.2026.03 | 0.2331 | 0.1077 | 0.119 | 0.0733 | |
| ELLMobvariant=w/o E.A.2026.03 | 0.2237 | 0.086 | 0.0283 | 0.043 | |
| MHSA2026.03 | 0.218 | 0.3083 | 0.0254 | 0.0437 | |
| ELLMobvariant=w/o Eve. Ext.2026.03 | 0.2037 | 0.0741 | 0.0269 | 0.0405 | |
| LSTM2026.03 | 0.1928 | 0.1047 | 0.13 | 0.2571 | |
| DeepMove2026.03 | 0.1838 | 0.0834 | 0.0423 | 0.1688 | |
| TrajGAIL2026.03 | 0.16 | 0.3557 | 0.0195 | 0.0444 | |
| LLM-Move2026.03 | 0.1408 | 0.0567 | 0.0127 | 0.0503 | |
| DiffTraj2026.03 | 0.1405 | 0.2766 | 0.0554 | 0.0454 | |
| ELLMobvariant=w/o I.A.2026.03 | 0.1235 | 0.095 | 0.1053 | 0.03 | |
| LLM-MOB2026.03 | 0.1166 | 0.0532 | 0.0234 | 0.0353 | |
| LLM-ZS2026.03 | 0.1146 | 0.0576 | 0.0552 | 0.057 | |
| LLMOB2026.03 | 0.1013 | 0.1051 | 0.0186 | 0.0286 | |
| ELLMobvariant=Full Model2026.03 | 0.1003 | 0.0444 | 0.008 | 0.0268 |