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Add ICML 2026 TSDecompose benchmark release
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method display_name family actual_runtime_method backend_policy backend_selected selection_protocol evaluation_protocol metric_panels
ceemdan CEEMDAN classical ceemdan classical_parity_gated_detime current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
ma_baseline MA baseline classical ma_baseline current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
ssa SSA classical ssa classical_parity_gated_detime detime none full_series paper_5metric,audit_12metric,semi_transfer_legacy
stl STL classical stl classical_parity_gated_detime detime none full_series paper_5metric,audit_12metric,semi_transfer_legacy
vmd VMD classical vmd classical_parity_gated_detime detime none full_series paper_5metric,audit_12metric,semi_transfer_legacy
wavelet Wavelet classical wavelet classical_parity_gated_detime detime none full_series paper_5metric,audit_12metric,semi_transfer_legacy
amd_block AMD block neural_decomposition amd_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
delelstm_block DeLELSTM block neural_decomposition delelstm_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
inparformer_block InParformer block neural_decomposition inparformer_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
leddam_block LEDDAM block neural_decomposition leddam_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
parsimony_block Parsimony block neural_decomposition parsimony_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
st_mtm_block ST-MTM block neural_decomposition st_mtm_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
times2d_block Times2D block neural_decomposition times2d_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
xpatch_block xPatch block neural_decomposition xpatch_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
nbeats_interpretable N-BEATS interpretable neural_learned_prior nbeats_interpretable current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
autoformer_block Autoformer block neural_ma_family autoformer_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
dlinear_block DLinear block neural_ma_family dlinear_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
moving_average_decomposition_block Moving-average decomposition block neural_ma_family moving_average_decomposition_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
freqmoe_block FreqMoE block neural_wavelet_frequency freqmoe_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
timekan_block TimeKAN block neural_wavelet_frequency timekan_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
waveform_block WaveForM block neural_wavelet_frequency waveform_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy
waveletmixer_block WaveletMixer block neural_wavelet_frequency waveletmixer_block current_only current none full_series paper_5metric,audit_12metric,semi_transfer_legacy