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ResearchFormerly WizWand

Probabilistic Load Forecasting on Midea Dataset

338.67QSChronos
304.5132535.0716765.63996.1884Nov 18, 2024
Updated 4mo ago

Evaluation results

MethodLinks
Chronosmode=zero-shot2024.11338.67661.01
Chronoszero-shot=true2024.11338.67661.01
PatchTST2024.11521.061,008.69
PatchTST2024.11521.061,008.69
TFT2024.11543.371,016.78
TFT2024.11543.371,016.78
AutoARIMA2024.11577.751,098.78
AutoARIMA2024.11577.751,098.78
NPTS2024.11610.151,067.91
NPTS2024.11610.151,067.91
SNM2024.11613.811,094.85
SNM2024.11613.811,094.85
CSBA2024.11933.231,795.55
CSBA2024.11933.231,795.55
AutoETS2024.111,000.111,981.68
AutoETS2024.111,000.111,981.68
DeepAR2024.111,192.592,552.46
DeepAR2024.111,192.592,552.46