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Time Series Forecasting on Electricity (MSE, Acceleration)

0.144MSEMotif-based tokenization with conditional decoding
0.140880.161940.1830.20406May 20, 2025

Evaluation results

MethodLinks
Motif-based tokenization with conditional decodingZero-shot=true, Tokenization Method=motif-based, Conditional Decoding=true2025.050.14411.2
Motif-based tokenizationZero-shot=true, Tokenization Method=motif-based, Conditional Decoding=false2025.050.1511.2
ChronosZero-shot=true, Tokenization Method=sample-based2025.050.222—