Datasets:
Formats:
json
Languages:
English
Size:
< 1K
Tags:
time-series
time-series-decomposition
benchmark
component-recovery
symbolic-regression
icml-2026
License:
File size: 2,218 Bytes
17b7ba4 55d2640 17b7ba4 55d2640 17b7ba4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 | [
{"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"}
]
|