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ResearchFormerly WizWand

Time Series Generation on Stocks, ETTh, Energy, and fMRI (test)

0.612Predictive ScoreTimeVAE
-0.09520.08840.2720.4556May 31, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TimeVAE#Train=10002026.050.6120.423
Cot-GAN#Train=10002026.050.6020.486
UniTok-FM#Prompt=52026.050.6010.42
Diffusion-TS#Train=2002026.050.5960.311
TimeVAE#Train=2002026.050.5940.365
Diffusion-TS#Train=10002026.050.5820.351
SDFormer#Train=10002026.050.5730.096
Cot-GAN#Train=2002026.050.5730.399
Cot-GAN#Train=52026.050.520.451
SDFormer#Train=2002026.050.3370.147
Diffusion-TS#Train=52026.050.2930.497
SDFormer#Train=52026.050.2390.487
TimeVAE#Train=52026.050.1570.483
TimeGAN#Train=10002026.050.0510.5
TimeGAN#Train=2002026.050.020.5
TimeGAN#Train=52026.05-0.0680.5