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ResearchFormerly WizWand

Time-series generation on ETT (Full Dataset)

0.0177Context-FIDUPLOTS (GPT2)
-0.081260.586721.25471.92268Jun 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UPLOTS (GPT2)Type=Multi2026.060.01770.01210.151
UPLOTS (llama3)Type=Multi2026.060.01810.01160.151
Diffusion-TSType=Single2026.060.02070.01680.1511
UPLOTS (llama3)Type=Multi, Generation length=962026.060.03870.01240.151
UPLOTS (GPT2)Type=Multi, Generation length=962026.060.03940.01250.151
DiffTimeType=Single2026.060.05760.01310.1513
DiffwaveType=Single2026.060.07510.01460.1515
TimeGANType=Single2026.060.13920.02410.1513
DiffTimeType=Single, Generation length=962026.060.18550.01330.1513
DiffwaveType=Single, Generation length=962026.060.19630.01560.1512
Diffusion-TSType=Single, Generation length=962026.060.22850.0670.1511
TimeDPType=Multi, Generation length=962026.060.23250.05960.1512
TimeDPType=Multi2026.060.25590.05220.1511
TimeVAEType=Single2026.060.69790.02730.1519
TimeVAEType=Single, Generation length=962026.060.92940.01330.1511
UPLOTS (Empty)Type=Multi2026.060.93510.10070.1576
UPLOTS (Empty)Type=Multi, Generation length=962026.060.93510.14450.1567
TimeGANType=Single, Generation length=962026.062.49170.01290.1513