Trajectory Generation on Shanghai (SH) (test)
0.0515Distance ErrorGeollama+ (mob)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Geollama+ (mob)Evaluation Protocol=Upper bound (finetuned on target city mobility)2026.02 | 0.0515 | 0.0284 | 0.0192 | 0.0293 | |
| MobTASource City=Singapore (SG), Evaluation Protocol=Zero-shot2026.02 | 0.0749 | 0.0374 | 0.0311 | 0.0552 | |
| MobTASource City=Wuxi (WX), Evaluation Protocol=Zero-shot2026.02 | 0.0969 | 0.0639 | 0.0206 | 0.0487 | |
| COLASource City=Singapore (SG), Evaluation Protocol=Zero-shot2026.02 | 0.161 | 0.1497 | 0.0423 | 0.1364 | |
| COLASource City=Wuxi (WX), Evaluation Protocol=Zero-shot2026.02 | 0.1831 | 0.1564 | 0.0344 | 0.1544 | |
| Geollama+ (bus)Evaluation Protocol=Zero-shot, Conditioning=Bus-based2026.02 | 0.2058 | 0.1493 | 0.0342 | 0.1175 | |
| TravellerEvaluation Protocol=Zero-shot2026.02 | 0.2167 | 0.1746 | 0.0615 | 0.098 | |
| TrajGDMEvaluation Protocol=Zero-shot2026.02 | 0.2238 | 0.1913 | 0.0512 | 0.1067 | |
| DiffTrajEvaluation Protocol=Zero-shot2026.02 | 0.2763 | 0.2124 | 0.0673 | 0.1156 | |
| MoveSimEvaluation Protocol=Zero-shot2026.02 | 0.2789 | 0.3954 | 0.1161 | 0.1408 | |
| TrajGenEvaluation Protocol=Zero-shot2026.02 | 0.288 | 0.2381 | 0.0692 | 0.1824 | |
| TSGEvaluation Protocol=Zero-shot2026.02 | 0.3149 | 0.2763 | 0.0912 | 0.18 | |
| TimeGeoEvaluation Protocol=Zero-shot2026.02 | 0.3555 | 0.4009 | 0.3023 | 0.315 |