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ResearchFormerly WizWand

Time-series Generation on PEMS04 MP

0.0167Context-FIDUPLOTS (llama3)
-0.0555960.4324020.92041.408398Jun 9, 2026
Updated 4mo ago

Evaluation results

MethodLinks
UPLOTS (llama3)Data Type=Multi Data, Generation Length=482026.060.01670.01840.1775
UPLOTS (GPT2)Data Type=Multi Data, Generation Length=482026.060.01880.02030.1775
UPLOTS (llama3)Data Type=Multi Data, Generation Length=962026.060.04120.00920.1775
UPLOTS (GPT2)Data Type=Multi Data, Generation Length=962026.060.04230.01010.1775
Diffusion-TS-ICLR2024Data Type=Single Data, Generation Length=482026.060.04910.03740.1773
DiffTime-NIPS2023Data Type=Single Data, Generation Length=482026.060.08140.01820.1757
Diffwave-ICLR2021Data Type=Single Data, Generation Length=482026.060.09410.02240.1757
TimeGAN-NIPS2019Data Type=Single Data, Generation Length=482026.060.0990.00520.1759
Diffusion-TS-ICLR2024Data Type=Single Data, Generation Length=962026.060.10160.04210.1776
DiffTime-NIPS2023Data Type=Single Data, Generation Length=962026.060.1020.01830.1757
Diffwave-ICLR2021Data Type=Single Data, Generation Length=962026.060.12410.01960.1759
TimeDP-AAAI2025Data Type=Multi Data, Generation Length=482026.060.36690.01930.1775
TimeDP-AAAI2025Data Type=Multi Data, Generation Length=962026.060.71310.07530.1776
TimeVAE-Arxiv2022Data Type=Single Data, Generation Length=482026.060.78220.03930.1776
UPLOTS (Empty)Data Type=Multi Data, Generation Length=482026.060.89890.15630.1855
TimeVAE-Arxiv2022Data Type=Single Data, Generation Length=962026.060.97190.05770.1781
TimeGAN-NIPS2019Data Type=Single Data, Generation Length=962026.061.28710.03930.1788
UPLOTS (Empty)Data Type=Multi Data, Generation Length=962026.061.82410.18650.1854