SparseTSF

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series4 results

Time Series ForecastingonETTh1 (720) Multivariate
MSE· 2024-05-02
0.426
best: 0.409 (DiPE-Linear)
SOTA
SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters arXiv:2405.00946
Time Series AnalysisonETTh1 (720) Multivariate
MSE· 2024-05-02
0.426
best: 0.409 (DiPE-Linear)
SOTA
SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters arXiv:2405.00946
Time Series ForecastingonETTh1 (336) Multivariate
MSE· 2024-05-02
0.434
best: 0.374 (D-PAD)
SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters arXiv:2405.00946
Time Series AnalysisonETTh1 (336) Multivariate
MSE· 2024-05-02
0.434
best: 0.374 (D-PAD)
SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters arXiv:2405.00946