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ResearchFormerly WizWand

Probabilistic Load Forecasting on Nongfu Dataset

476.03Quantile Score (QS)Chronos
452.9108608.9654765.02921.0746Nov 18, 2024
Updated 4mo ago

Evaluation results

MethodLinks
Chronosmode=zero-shot2024.11476.03884.23
Chronoszero-shot=true2024.11476.03884.23
PatchTST2024.11597.061,017.49
PatchTST2024.11597.061,017.49
AutoARIMA2024.11621.281,166.15
AutoARIMA2024.11621.281,166.15
AutoETS2024.11623.791,034.51
AutoETS2024.11623.791,034.51
SNM2024.11626.391,140.73
SNM2024.11626.391,140.73
CSBA2024.11644.351,272.64
CSBA2024.11644.351,272.64
TFT2024.11694.71,280.55
TFT2024.11694.71,280.55
NPTS2024.11710.541,363.35
NPTS2024.11710.541,363.35
DeepAR2024.111,054.012,184.67
DeepAR2024.111,054.012,184.67