Datasets:
Formats:
json
Languages:
English
Size:
< 1K
Tags:
time-series
time-series-decomposition
benchmark
component-recovery
symbolic-regression
icml-2026
License:
| method,display_name,family,dependency_requirements,total_rows,ok_rows,error_rows,coverage_success,detime_rows,current_rows,backends_seen,error_types | |
| amd_block,AMD block,neural_decomposition,,288,288,0,1.0,0,288,current, | |
| autoformer_block,Autoformer block,neural_ma_family,,288,288,0,1.0,0,288,current, | |
| ceemdan,CEEMDAN,classical,,288,288,0,1.0,0,288,current, | |
| delelstm_block,DeLELSTM block,neural_decomposition,,288,288,0,1.0,0,288,current, | |
| dlinear_block,DLinear block,neural_ma_family,,288,288,0,1.0,0,288,current, | |
| freqmoe_block,FreqMoE block,neural_wavelet_frequency,,288,288,0,1.0,0,288,current, | |
| inparformer_block,InParformer block,neural_decomposition,,288,288,0,1.0,0,288,current, | |
| leddam_block,LEDDAM block,neural_decomposition,,288,288,0,1.0,0,288,current, | |
| ma_baseline,MA baseline,classical,,288,288,0,1.0,0,288,current, | |
| moving_average_decomposition_block,Moving-average decomposition block,neural_ma_family,,288,288,0,1.0,0,288,current, | |
| nbeats_interpretable,N-BEATS interpretable,neural_learned_prior,torch,288,288,0,1.0,0,288,current, | |
| parsimony_block,Parsimony block,neural_decomposition,,288,288,0,1.0,0,288,current, | |
| ssa,SSA,classical,,288,288,0,1.0,288,0,detime, | |
| st_mtm_block,ST-MTM block,neural_decomposition,,288,288,0,1.0,0,288,current, | |
| stl,STL,classical,,288,288,0,1.0,288,0,detime, | |
| timekan_block,TimeKAN block,neural_wavelet_frequency,,288,288,0,1.0,0,288,current, | |
| times2d_block,Times2D block,neural_decomposition,,288,288,0,1.0,0,288,current, | |
| vmd,VMD,classical,,288,288,0,1.0,288,0,detime, | |
| waveform_block,WaveForM block,neural_wavelet_frequency,pywt,288,288,0,1.0,0,288,current, | |
| wavelet,Wavelet,classical,pywt,288,288,0,1.0,288,0,detime, | |
| waveletmixer_block,WaveletMixer block,neural_wavelet_frequency,pywt,288,288,0,1.0,0,288,current, | |
| xpatch_block,xPatch block,neural_decomposition,,288,288,0,1.0,0,288,current, | |