Human mobility generation on Montreal (test) benchmark leaderboard · SOTA2 Research

Human mobility generation on Montreal (test)

3.1245Individual ScoreLLMob

Evaluation Results

Method	Links
LLMob2026.06		3.1245	0.8168	0.7385	4.74	0.528	0.7526	3.9169	0.5102	0.7025	11.7814
LLMob2026.06		2.0394	0.5109	0.4523	1.1456	0.0531	0.3944	0.6128	0.0672	0.0187	3.7978
CTGAN2026.06		1.8256	0.4632	0.4408	0.5425	0.0119	0.2106	1.5133	0.1762	0.0996	3.8814
CopulaGAN2026.06		1.7984	0.4492	0.4383	0.4707	0.0104	0.1792	1.3733	0.1581	0.0962	3.6424
Markov2026.06		1.7048	0.4229	0.4283	0.4474	0.0018	0.1644	0.8258	0.0066	0.1196	2.978
Gaussian Copula2026.06		1.6806	0.4206	0.4184	0.2615	0.0017	0.1095	1.5524	0.2703	0.0947	3.4945
TVAE2026.06		1.6672	0.4172	0.4193	0.3719	0.0048	0.1469	0.5715	0.0531	0.0698	2.6106
MNL2026.06		1.6181	0.4183	0.3984	0.2369	0.0092	0.0484	0.6267	0.0315	0.066	2.4817
Deep Behavior Choice2026.06		1.5297	0.3832	0.373	0.1488	0.0046	0.0496	0.2494	0.0146	0.0212	1.9279
AIRL Behavior Choice2026.06		1.5048	0.3798	0.3729	0.1186	0.0023	0.0463	0.2556	0.0069	0.0176	1.879
MobEvolve2026.06		1.453	0.3678	0.3706	0.106	0.0009	0.0425	0.1172	0.0039	0.0149	1.6762