Trajectory Generation on Singapore (SG) (test)
0.0715Distance ErrorGeollama+ (mob)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Geollama+ (mob)Evaluation Protocol=Upper bound (finetuned on target city mobility)2026.02 | 0.0715 | 0.0877 | 0.0312 | 0.0577 | |
| MobTASource City=Shanghai (SH), Evaluation Protocol=Zero-shot2026.02 | 0.0855 | 0.0469 | 0.0387 | 0.0961 | |
| MobTASource City=Wuxi (WX), Evaluation Protocol=Zero-shot2026.02 | 0.1144 | 0.0656 | 0.0417 | 0.1289 | |
| COLASource City=Shanghai (SH), Evaluation Protocol=Zero-shot2026.02 | 0.217 | 0.1844 | 0.0436 | 0.1193 | |
| Geollama+ (bus)Evaluation Protocol=Zero-shot, Conditioning=Bus-based2026.02 | 0.2193 | 0.2692 | 0.0471 | 0.2416 | |
| TravellerEvaluation Protocol=Zero-shot2026.02 | 0.2325 | 0.2476 | 0.0433 | 0.212 | |
| TrajGDMEvaluation Protocol=Zero-shot2026.02 | 0.2355 | 0.2769 | 0.0351 | 0.1864 | |
| COLASource City=Wuxi (WX), Evaluation Protocol=Zero-shot2026.02 | 0.2539 | 0.2161 | 0.0713 | 0.1842 | |
| MoveSimEvaluation Protocol=Zero-shot2026.02 | 0.2892 | 0.3171 | 0.07 | 0.2317 | |
| DiffTrajEvaluation Protocol=Zero-shot2026.02 | 0.2951 | 0.308 | 0.0477 | 0.2156 | |
| TrajGenEvaluation Protocol=Zero-shot2026.02 | 0.3074 | 0.3347 | 0.0489 | 0.3389 | |
| TSGEvaluation Protocol=Zero-shot2026.02 | 0.3306 | 0.3928 | 0.0633 | 0.3357 | |
| TimeGeoEvaluation Protocol=Zero-shot2026.02 | 0.4325 | 0.4817 | 0.181 | 0.3856 |