Datasets:
Formats:
json
Languages:
English
Size:
< 1K
Tags:
time-series
time-series-decomposition
benchmark
component-recovery
symbolic-regression
icml-2026
License:
| field,value | |
| mechanisms,3 | |
| real_monthly_backgrounds,6 | |
| background_scales,"0.5; 1.0" | |
| windows_per_setting,8 | |
| series_length,480 | |
| aggregate_order_best_to_worst,SSA > MA > STL > VMD > CEEMDAN > Wavelet | |
| ceemdan_mean_spectral_corr,0.769 | |
| ceemdan_mean_maxlag_corr,0.704 | |
| ceemdan_mean_seasonal_r2,-0.232 | |
| ceemdan_seasonal_r2_scale_0_5,0.57-0.68 | |
| ceemdan_seasonal_r2_scale_1_0,strongly negative across mechanisms | |