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Models/RLinear-CI

RLinear-CI

Reported on 16 benchmarks across 2 tasks · 1 paper · 14 SOTA

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

Time Series16 results

  • Time Series ForecastingonWeather (192)
    Accuracy· 2023-05-18
    0.235
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series ForecastingonWeather (192)
    MSE· 2023-05-18
    0.189
    best: 0.186 (SegRNN)
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series ForecastingonWeather (336)
    Accuracy· 2023-05-18
    0.275
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series ForecastingonWeather (336)
    MSE· 2023-05-18
    0.241
    best: 0.218 (xPatch)
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series ForecastingonWeather (720)
    Accuracy· 2023-05-18
    0.327
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series ForecastingonWeather (96)
    MAE· 2023-05-18
    0.194
    best: 0.181 (SegRNN)
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series ForecastingonWeather (96)
    MSE· 2023-05-18
    0.146
    best: 0.142 (SegRNN)
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series AnalysisonWeather (192)
    Accuracy· 2023-05-18
    0.235
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series AnalysisonWeather (192)
    MSE· 2023-05-18
    0.189
    best: 0.186 (SegRNN)
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series AnalysisonWeather (336)
    Accuracy· 2023-05-18
    0.275
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series AnalysisonWeather (336)
    MSE· 2023-05-18
    0.241
    best: 0.218 (xPatch)
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series AnalysisonWeather (720)
    Accuracy· 2023-05-18
    0.327
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series AnalysisonWeather (96)
    MAE· 2023-05-18
    0.194
    best: 0.181 (SegRNN)
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series AnalysisonWeather (96)
    MSE· 2023-05-18
    0.146
    best: 0.142 (SegRNN)
    SOTA
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series ForecastingonWeather (720)
    MSE· 2023-05-18
    0.314
    best: 0.291 (xPatch)
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721
  • Time Series AnalysisonWeather (720)
    MSE· 2023-05-18
    0.314
    best: 0.291 (xPatch)
    Revisiting Long-term Time Series Forecasting: An Investigation on Linear MappingarXiv:2305.10721