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ResearchFormerly WizWand

Multivariate Time Series Forecasting on Chaotic Short Forecast (Zero-shot)

0.397MAEPANDA
0.376720.513610.65050.78739May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PANDAZero-shot Protocol=true2026.050.3970.464
PANDAZero-shot Protocol=true2026.050.4860.587
NORMWEAR-2Zero-shot Protocol=true, Variant=Ours (Full)2026.050.6290.787
NORMWEAR-2Zero-shot Protocol=true, Variant=Chaotic only2026.050.6490.839
NORMWEAR-2Zero-shot Protocol=true, Variant=Chaotic only2026.050.6520.838
NORMWEAR-2Zero-shot Protocol=true, Variant=Ours (Full)2026.050.6780.893
SUNDIALlargeZero-shot Protocol=true2026.050.8741.198
SUNDIALlargeZero-shot Protocol=true2026.050.8811.222
NORMWEAR-2Zero-shot Protocol=true, Variant=Sensor only2026.050.91.344
NORMWEAR-2Zero-shot Protocol=true, Variant=Sensor only2026.050.9041.342