Lossless Compression: A New Benchmark for Time Series Model Evaluation

Meng Wan, Benxi Tian, Jue Wang +7

The evaluation of time series models has traditionally focused on four canonical tasks: forecasting, imputation, anomaly detection, and classification. While these tasks have drive…