Datasets:
Formats:
json
Languages:
English
Size:
< 1K
Tags:
time-series
time-series-decomposition
benchmark
component-recovery
symbolic-regression
icml-2026
License:
| [ | |
| {"method": "ma_baseline", "family": "classical", "display_name": "Moving Average"}, | |
| {"method": "stl", "family": "classical", "display_name": "STL"}, | |
| {"method": "robuststl", "family": "classical", "display_name": "RobustSTL"}, | |
| {"method": "mstl", "family": "classical", "display_name": "MSTL"}, | |
| {"method": "ssa", "family": "classical", "display_name": "SSA"}, | |
| {"method": "emd", "family": "classical", "display_name": "EMD"}, | |
| {"method": "ceemdan", "family": "classical", "display_name": "CEEMDAN"}, | |
| {"method": "vmd", "family": "classical", "display_name": "VMD"}, | |
| {"method": "wavelet", "family": "classical", "display_name": "Wavelet"}, | |
| {"method": "moving_average_decomposition_block", "family": "extension_proxy", "display_name": "Moving-average decomposition block"}, | |
| {"method": "autoformer_block", "family": "extension_proxy", "display_name": "Autoformer block"}, | |
| {"method": "dlinear_block", "family": "extension_proxy", "display_name": "DLinear block"}, | |
| {"method": "nbeats_interpretable", "family": "extension_proxy", "display_name": "N-BEATS interpretable"}, | |
| {"method": "xpatch_block", "family": "extension_proxy", "display_name": "xPatch block"}, | |
| {"method": "leddam_block", "family": "extension_proxy", "display_name": "LEDDAM block"}, | |
| {"method": "inparformer_block", "family": "extension_proxy", "display_name": "InParformer block"}, | |
| {"method": "delelstm_block", "family": "extension_proxy", "display_name": "DeLELSTM block"}, | |
| {"method": "parsimony_block", "family": "extension_proxy", "display_name": "Parsimony block"}, | |
| {"method": "amd_block", "family": "extension_proxy", "display_name": "AMD block"}, | |
| {"method": "times2d_block", "family": "extension_proxy", "display_name": "Times2D block"}, | |
| {"method": "st_mtm_block", "family": "extension_proxy", "display_name": "ST-MTM block"}, | |
| {"method": "waveform_block", "family": "extension_proxy", "display_name": "WaveForM block"}, | |
| {"method": "waveletmixer_block", "family": "extension_proxy", "display_name": "WaveletMixer block"}, | |
| {"method": "freqmoe_block", "family": "extension_proxy", "display_name": "FreqMoE block"}, | |
| {"method": "timekan_block", "family": "extension_proxy", "display_name": "TimeKAN block"} | |
| ] | |