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Models/CycleNet

CycleNet

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Time Series8 results

Time Series ForecastingonElectricity (192)
MAE· 2024-09-27
0.237
best: 0.232 (xPatch)
SOTA
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns arXiv:2409.18479
Time Series ForecastingonElectricity (192)
MSE· 2024-09-27
0.144
best: 0.14 (xPatch)
SOTA
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns arXiv:2409.18479
Time Series ForecastingonElectricity (96)
MAE· 2024-09-27
0.221
best: 0.217 (xPatch)
SOTA
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns arXiv:2409.18479
Time Series ForecastingonElectricity (96)
MSE· 2024-09-27
0.126
SOTA
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns arXiv:2409.18479
Time Series AnalysisonElectricity (192)
MAE· 2024-09-27
0.237
best: 0.232 (xPatch)
SOTA
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns arXiv:2409.18479
Time Series AnalysisonElectricity (192)
MSE· 2024-09-27
0.144
best: 0.14 (xPatch)
SOTA
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns arXiv:2409.18479
Time Series AnalysisonElectricity (96)
MAE· 2024-09-27
0.221
best: 0.217 (xPatch)
SOTA
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns arXiv:2409.18479
Time Series AnalysisonElectricity (96)
MSE· 2024-09-27
0.126
SOTA
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns arXiv:2409.18479