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Time Series Forecasting on Traffic (MSE, Acceleration)

0.574MSEMotif-based tokenization with conditional decoding
0.488281.066891.64552.22411May 20, 2025

Evaluation results

MethodLinks
Motif-based tokenization with conditional decodingZero-shot=true, Tokenization Method=motif-based, Conditional Decoding=true2025.050.57456.66
Motif-based tokenizationZero-shot=true, Tokenization Method=motif-based, Conditional Decoding=false2025.050.59156.66
ChronosZero-shot=true, Tokenization Method=sample-based2025.052.717—