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ResearchFormerly WizWand

Time-series Generation on ETTh (Evening Peak)

0.0136Context-FIDUPLOTS (GPT2)
-0.0895320.6066091.302751.998891Jun 9, 2026
Updated 4mo ago

Evaluation results

MethodLinks
UPLOTS (GPT2)Data Type=Multi Data, Backbone=GPT-22026.060.01360.00990.1309
UPLOTS (llama3)Data Type=Multi Data, Backbone=LLaMA 3.2-1B2026.060.01450.01030.131
Diffusion-TS-ICLR2024Data Type=Single Data2026.060.01530.01220.1309
DiffTime-NIPS2023Data Type=Single Data2026.060.06520.0140.131
UPLOTS (GPT2)Data Type=Multi Data, Generation Length=962026.060.08960.01110.1303
UPLOTS (llama3)Data Type=Multi Data, Generation Length=962026.060.090.01140.1304
TimeDP-AAAI2025Data Type=Multi Data2026.060.09510.030.131
Diffwave-ICLR2021Data Type=Single Data2026.060.10810.01610.131
TimeGAN-NIPS2019Data Type=Single Data2026.060.13650.01510.1309
DiffTime-NIPS2023Data Type=Single Data, Generation Length=962026.060.1560.01360.1304
Diffwave-ICLR2021Data Type=Single Data, Generation Length=962026.060.16420.01680.1304
UPLOTS (Empty)Data Type=Multi Data2026.060.19970.0950.1316
TimeVAE-Arxiv2022Data Type=Single Data2026.060.26340.01350.1309
TimeDP-AAAI2025Data Type=Multi Data, Generation Length=962026.060.26650.05120.1309
Diffusion-TS-ICLR2024Data Type=Single Data, Generation Length=962026.060.34790.06980.1317
UPLOTS (Empty)Data Type=Multi Data, Generation Length=962026.060.35370.1030.131
TimeVAE-Arxiv2022Data Type=Single Data, Generation Length=962026.060.71190.01540.1303
TimeGAN-NIPS2019Data Type=Single Data, Generation Length=962026.062.59190.23310.1348