Time-series Generation on Energy (Evening Peak) benchmark leaderboard · SOTA2 Research

Time-series Generation on Energy (Evening Peak)

0.0315Context-FIDUPLOTS (llama3)

Evaluation Results

Method	Links
UPLOTS (llama3)2026.06		0.0315	0.0116	0.1864
UPLOTS (llama3)2026.06		0.0315	0.0229	0.1864
UPLOTS (GPT2)2026.06		0.0334	0.0128	0.1865
UPLOTS (GPT2)2026.06		0.0334	0.0238	0.1865
TimeDP-AAAI20252026.06		0.0383	0.0297	0.1865
Diffusion-TS-ICLR20242026.06		0.0419	0.0169	0.1864
DiffTime-NIPS20232026.06		0.0526	0.0175	0.1861
Diffusion-TS-ICLR20242026.06		0.076	0.043	0.1861
TimeDP-AAAI20252026.06		0.0856	0.0349	0.1864
DiffTime-NIPS20232026.06		0.0872	0.0273	0.1863
Diffwave-ICLR20212026.06		0.0975	0.0293	0.1865
UPLOTS (llama3)2026.06		0.1311	0.0116	0.1859
Diffusion-TS-ICLR20242026.06		0.1312	0.0375	0.1857
UPLOTS (GPT2)2026.06		0.1316	0.0136	0.1859
Diffwave-ICLR20212026.06		0.1354	0.0157	0.186
DiffTime-NIPS20232026.06		0.1521	0.016	0.1858
Diffwave-ICLR20212026.06		0.1764	0.0201	0.1858
TimeDP-AAAI20252026.06		0.2039	0.0608	0.1858
UPLOTS (Empty)2026.06		0.204	0.0833	0.196
UPLOTS (Empty)2026.06		0.2445	0.0892	0.1967
TimeGAN-NIPS20192026.06		0.2512	0.0605	0.19
UPLOTS (Empty)2026.06		0.327	0.1016	0.1958
TimeVAE-Arxiv20222026.06		0.4712	0.0303	0.1857
TimeGAN-NIPS20192026.06		0.5361	0.0126	0.1858
TimeVAE-Arxiv20222026.06		0.6614	0.044	0.1853
TimeVAE-Arxiv20222026.06		0.8743	0.0346	0.1847
TimeGAN-NIPS20192026.06		2.366	0.0926	0.2142