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Time-series Generation on Energy (Evening Peak)

0.0315Context-FID

UPLOTS (llama3)

Updated 1mo ago

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-AAAI2025 2026.06		0.0383	0.0297	0.1865
Diffusion-TS-ICLR2024 2026.06		0.0419	0.0169	0.1864
DiffTime-NIPS2023 2026.06		0.0526	0.0175	0.1861
Diffusion-TS-ICLR2024 2026.06		0.076	0.043	0.1861
TimeDP-AAAI2025 2026.06		0.0856	0.0349	0.1864
DiffTime-NIPS2023 2026.06		0.0872	0.0273	0.1863
Diffwave-ICLR2021 2026.06		0.0975	0.0293	0.1865
UPLOTS (llama3) 2026.06		0.1311	0.0116	0.1859
Diffusion-TS-ICLR2024 2026.06		0.1312	0.0375	0.1857
UPLOTS (GPT2) 2026.06		0.1316	0.0136	0.1859
Diffwave-ICLR2021 2026.06		0.1354	0.0157	0.186
DiffTime-NIPS2023 2026.06		0.1521	0.016	0.1858
Diffwave-ICLR2021 2026.06		0.1764	0.0201	0.1858
TimeDP-AAAI2025 2026.06		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-NIPS2019 2026.06		0.2512	0.0605	0.19
UPLOTS (Empty) 2026.06		0.327	0.1016	0.1958
TimeVAE-Arxiv2022 2026.06		0.4712	0.0303	0.1857
TimeGAN-NIPS2019 2026.06		0.5361	0.0126	0.1858
TimeVAE-Arxiv2022 2026.06		0.6614	0.044	0.1853
TimeVAE-Arxiv2022 2026.06		0.8743	0.0346	0.1847
TimeGAN-NIPS2019 2026.06		2.366	0.0926	0.2142