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Time Series Generation on ETTh (test)

2.086ACF

SigCWGAN

Updated 1mo ago

Evaluation Results

Method	Links
SigCWGAN 2026.04		2.086	1.187	4.1	0.521	0.113	0.12
RCWGAN 2026.04		1.095	0.334	1.692	0.602	0.227	0.115
RCGAN 2026.04		0.986	0.498	3.221	0.616	0.167	0.118
TimeGAN 2026.04		0.916	0.39	2.208	0.63	0.173	0.122
AECGAN 2026.04		0.916	0.242	1.088	0.577	0.191	0.126
SigCWGAN-MCMC 2026.04		0.834	0.786	3.094	0.618	0.018	0.122
AECGAN-MCMC 2026.04		0.4	0.134	0.465	0.789	0.08	0.109
RCGAN-MCMC 2026.04		0.299	0.088	0.368	0.743	0.069	0.11
TimeGAN-MCMC 2026.04		0.233	0.102	0.353	0.758	0.055	0.11
RCWGAN-MCMC 2026.04		0.231	0.109	0.152	0.682	0.075	0.108