OpenCodePapers

time-series-forecasting-on-electricity-96

Time Series AnalysisTime Series Forecasting
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeMSEMAEModelNameReleaseDate
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition✓ Link0.1260.217xPatch2024-12-23
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns✓ Link0.1260.221CycleNet2024-09-27
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting✓ Link0.127PRformer2024-08-20
Mixture-of-Linear-Experts for Long-term Time Series Forecasting✓ Link0.129MoLE-RMLP2023-12-11
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers✓ Link0.129PatchTST/642022-11-27
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting✓ Link0.129TSMixer2023-06-14
Mixture-of-Linear-Experts for Long-term Time Series Forecasting✓ Link0.131MoLE-DLinear2023-12-11
[]()0.13130.2258GLinear
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting✓ Link0.132DiPE-Linear2024-11-26
Are Transformers Effective for Time Series Forecasting?✓ Link0.14DLinear2022-05-26
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting✓ Link0.1970.273TEFN2024-05-10
Check out how to contribute new results.