Trajectory Generation on Singapore (test)
9.1559ScoreLLMob
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLMobModel Category=LLM-based Mobility Generation, Shot=Zero-shot2026.06 | 9.1559 | 2,200 | |
| CTGANModel Category=Deep Generative Models2026.06 | 4.177 | 240 | |
| CopulaGANModel Category=Deep Generative Models2026.06 | 3.8276 | 220 | |
| Gaussian CopulaModel Category=Traditional Mobility Models2026.06 | 3.4071 | 75 | |
| TVAEModel Category=Deep Generative Models2026.06 | 3.1466 | 180 | |
| MarkovModel Category=Traditional Mobility Models2026.06 | 3.1443 | 0.44 | |
| MNLModel Category=Traditional Mobility Models2026.06 | 1.688 | 3.05 | |
| LLMobModel Category=LLM-based Mobility Generation, Shot=Few-shot2026.06 | 1.4958 | 3,200 | |
| Deep Behavior ChoiceModel Category=Deep Generative Models2026.06 | 0.7983 | 42.54 | |
| AIRL Behavior ChoiceModel Category=Deep Generative Models2026.06 | 0.7854 | 41.25 | |
| MobEvolve2026.06 | 0.5176 | 7.65 |