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Models/MMFNet

MMFNet

Reported on 12 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Time Series12 results

  • Multivariate Time Series ForecastingonETTh2 (720) Multivariate
    MSE· 2024-10-02
    0.376
    SOTA
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Multivariate Time Series ForecastingonETTh1 (192) Multivariate
    MSE· 2024-10-02
    0.396
    SOTA
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Multivariate Time Series ForecastingonETTh1 (336) Multivariate
    MSE· 2024-10-02
    0.409
    SOTA
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Time Series ForecastingonETTh1 (96) Multivariate
    MSE· 2024-10-02
    0.359
    best: 0.341 (SegRNN)
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Time Series ForecastingonETTh2 (720) Multivariate
    MSE· 2024-10-02
    0.376
    best: 0.372 (RLinear)
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Time Series ForecastingonETTh1 (192) Multivariate
    MSE· 2024-10-02
    0.396
    best: 0.373 (PatchMixer)
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Time Series ForecastingonETTh1 (336) Multivariate
    MSE· 2024-10-02
    0.409
    best: 0.374 (D-PAD)
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Time Series AnalysisonETTh1 (96) Multivariate
    MSE· 2024-10-02
    0.359
    best: 0.341 (SegRNN)
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Time Series AnalysisonETTh2 (720) Multivariate
    MSE· 2024-10-02
    0.376
    best: 0.372 (RLinear)
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Time Series AnalysisonETTh1 (192) Multivariate
    MSE· 2024-10-02
    0.396
    best: 0.373 (PatchMixer)
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Time Series AnalysisonETTh1 (336) Multivariate
    MSE· 2024-10-02
    0.409
    best: 0.374 (D-PAD)
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070
  • Multivariate Time Series ForecastingonETTh1 (96) Multivariate
    MSE· 2024-10-02
    0.359
    best: 0.354 (PRformer)
    MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series ForecastingarXiv:2410.02070