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ResearchFormerly WizWand

Time-series Generation on Energy (Evening Peak)

0.0315Context-FIDUPLOTS (llama3)
-0.061880.5684351.198751.829065Jun 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UPLOTS (llama3)Data Type=Multi Data, Backbone=LLaMA 3.2-1B2026.060.03150.01160.1864
UPLOTS (llama3)Data Type=Multi Data, Generation Length=482026.060.03150.02290.1864
UPLOTS (GPT2)Data Type=Multi Data, Backbone=GPT-22026.060.03340.01280.1865
UPLOTS (GPT2)Data Type=Multi Data, Generation Length=482026.060.03340.02380.1865
TimeDP-AAAI2025Data Type=Multi Data, Generation Length=482026.060.03830.02970.1865
Diffusion-TS-ICLR2024Data Type=Single Data2026.060.04190.01690.1864
DiffTime-NIPS2023Data Type=Single Data2026.060.05260.01750.1861
Diffusion-TS-ICLR2024Data Type=Single Data, Generation Length=482026.060.0760.0430.1861
TimeDP-AAAI2025Data Type=Multi Data2026.060.08560.03490.1864
DiffTime-NIPS2023Data Type=Single Data, Generation Length=482026.060.08720.02730.1863
Diffwave-ICLR2021Data Type=Single Data, Generation Length=482026.060.09750.02930.1865
UPLOTS (llama3)Data Type=Multi Data, Generation Length=962026.060.13110.01160.1859
Diffusion-TS-ICLR2024Data Type=Single Data, Generation Length=962026.060.13120.03750.1857
UPLOTS (GPT2)Data Type=Multi Data, Generation Length=962026.060.13160.01360.1859
Diffwave-ICLR2021Data Type=Single Data2026.060.13540.01570.186
DiffTime-NIPS2023Data Type=Single Data, Generation Length=962026.060.15210.0160.1858
Diffwave-ICLR2021Data Type=Single Data, Generation Length=962026.060.17640.02010.1858
TimeDP-AAAI2025Data Type=Multi Data, Generation Length=962026.060.20390.06080.1858
UPLOTS (Empty)Data Type=Multi Data2026.060.2040.08330.196
UPLOTS (Empty)Data Type=Multi Data, Generation Length=482026.060.24450.08920.1967
TimeGAN-NIPS2019Data Type=Single Data2026.060.25120.06050.19
UPLOTS (Empty)Data Type=Multi Data, Generation Length=962026.060.3270.10160.1958
TimeVAE-Arxiv2022Data Type=Single Data2026.060.47120.03030.1857
TimeGAN-NIPS2019Data Type=Single Data, Generation Length=482026.060.53610.01260.1858
TimeVAE-Arxiv2022Data Type=Single Data, Generation Length=482026.060.66140.0440.1853
TimeVAE-Arxiv2022Data Type=Single Data, Generation Length=962026.060.87430.03460.1847
TimeGAN-NIPS2019Data Type=Single Data, Generation Length=962026.062.3660.09260.2142