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ResearchFormerly WizWand

Time-series Generation on ETTh MP

0.0854Context-FIDUPLOTS (llama3)
0.0342120.3797310.725251.070769Jun 9, 2026
Updated 4mo ago

Evaluation results

MethodLinks
UPLOTS (llama3)Data Type=Multi Data, Generation Length=482026.060.08540.02270.1614
UPLOTS (GPT2)Data Type=Multi Data, Generation Length=482026.060.08780.02360.1615
UPLOTS (GPT2)Data Type=Multi Data, Generation Length=962026.060.13350.02240.1603
UPLOTS (llama3)Data Type=Multi Data, Generation Length=962026.060.13460.01970.1603
Diffusion-TS-ICLR2024Data Type=Single Data, Generation Length=482026.060.20420.09410.1609
DiffTime-NIPS2023Data Type=Single Data, Generation Length=482026.060.20580.03950.1617
UPLOTS (Empty)Data Type=Multi Data, Generation Length=482026.060.20830.11050.1613
Diffwave-ICLR2021Data Type=Single Data, Generation Length=482026.060.21560.04260.1617
UPLOTS (Empty)Data Type=Multi Data, Generation Length=962026.060.22830.09470.1611
Diffusion-TS-ICLR2024Data Type=Single Data, Generation Length=962026.060.24930.20750.1607
DiffTime-NIPS2023Data Type=Single Data, Generation Length=962026.060.26370.02350.1607
Diffwave-ICLR2021Data Type=Single Data, Generation Length=962026.060.29540.02640.1608
TimeDP-AAAI2025Data Type=Multi Data, Generation Length=962026.060.44020.06890.1606
TimeDP-AAAI2025Data Type=Multi Data, Generation Length=482026.060.720.03890.1616
TimeVAE-Arxiv2022Data Type=Single Data, Generation Length=482026.060.88590.04620.1615
TimeGAN-NIPS2019Data Type=Single Data, Generation Length=482026.060.90310.04920.1727
TimeVAE-Arxiv2022Data Type=Single Data, Generation Length=962026.060.94020.02480.1603
TimeGAN-NIPS2019Data Type=Single Data, Generation Length=962026.061.36510.08390.1744