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Human mobility generation on Singapore (test)

0.8221Individual Score

CTGAN

Updated 1d ago

Evaluation Results

Method	Links
CTGAN 2026.06		0.8221	0.42	0.4021	0.7563	0.0156	0.2828	2.5986	0.1528	0.0563	4.177
CopulaGAN 2026.06		0.7927	0.4021	0.3906	0.5836	0.0095	0.2026	2.4513	0.1217	0.0484	3.8276
LLMob 2026.06		0.7731	0.4173	0.3558	2.3958	0.1785	0.5079	5.987	0.4172	0.0794	9.1559
TVAE 2026.06		0.7668	0.3834	0.3834	0.4784	0.0036	0.2128	1.9014	0.0876	0.0152	3.1466
Markov 2026.06		0.7587	0.3736	0.3851	0.4791	0.0062	0.2171	1.9065	0.0548	0.018	3.1443
Gaussian Copula 2026.06		0.6353	0.3182	0.3171	0.452	0.0014	0.1539	2.3198	0.029	0.0592	3.4071
LLMob 2026.06		0.4949	0.2587	0.2362	0.4564	0.0204	0.1496	0.5445	0.0274	0.0104	1.4958
MNL 2026.06		0.4737	0.2476	0.2261	0.2316	0.0137	0.0636	0.9827	0.071	0.0632	1.688
Deep Behavior Choice 2026.06		0.4131	0.2117	0.2014	0.1169	0.0066	0.0357	0.2683	0.0048	0.0105	0.7983
AIRL Behavior Choice 2026.06		0.3876	0.2006	0.187	0.1098	0.0061	0.0335	0.288	0.0024	0.0208	0.7854
MobEvolve 2026.06		0.3839	0.192	0.1919	0.0578	0.0005	0.0272	0.0759	0.0014	0.0066	0.5176