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Zero-shot forecasting on multivariate time series on Civil Generative Avg.

0.525MAEPANDA
0.521120.547310.57350.59969May 14, 2026

Evaluation results

MethodLinks
PANDAZero-shot Protocol=true2026.050.5250.628
NORMWEAR-2Zero-shot Protocol=true, Variant=Chaotic only2026.050.5660.727
NORMWEAR-2Zero-shot Protocol=true, Variant=Ours (Full)2026.050.5740.748
SUNDIALlargeZero-shot Protocol=true2026.050.6090.776
NORMWEAR-2Zero-shot Protocol=true, Variant=Sensor only2026.050.6220.84