MoLE-RMLP

Reported on 6 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 Series6 results

Time Series ForecastingonElectricity (720)
MSE· 2023-12-11
0.178
SOTA
Mixture-of-Linear-Experts for Long-term Time Series Forecasting arXiv:2312.06786
Time Series AnalysisonElectricity (720)
MSE· 2023-12-11
0.178
SOTA
Mixture-of-Linear-Experts for Long-term Time Series Forecasting arXiv:2312.06786
Time Series ForecastingonWeather (192)
MSE· 2023-12-11
0.19
best: 0.186 (SegRNN)
Mixture-of-Linear-Experts for Long-term Time Series Forecasting arXiv:2312.06786
Time Series ForecastingonElectricity (96)
MSE· 2023-12-11
0.129
best: 0.126 (xPatch)
Mixture-of-Linear-Experts for Long-term Time Series Forecasting arXiv:2312.06786
Time Series AnalysisonWeather (192)
MSE· 2023-12-11
0.19
best: 0.186 (SegRNN)
Mixture-of-Linear-Experts for Long-term Time Series Forecasting arXiv:2312.06786
Time Series AnalysisonElectricity (96)
MSE· 2023-12-11
0.129
best: 0.126 (xPatch)
Mixture-of-Linear-Experts for Long-term Time Series Forecasting arXiv:2312.06786