OpenCodePapers

time-series-forecasting-on-weather-720

Time 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.
PaperCodeMSEMAEAccuracyModelNameReleaseDate
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition✓ Link0.2910.315xPatch2024-12-23
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting✓ Link0.306DiPE-Linear2024-11-26
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting✓ Link0.310.32SegRNN2023-08-22
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers✓ Link0.314PatchTST/642022-11-27
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping✓ Link0.3140.327RLinear-CI2023-05-18
Mixture-of-Linear-Experts for Long-term Time Series Forecasting✓ Link0.314MoLE-DLinear2023-12-11
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting✓ Link0.3160.333TSMixer2023-06-14
Are Transformers Effective for Time Series Forecasting?✓ Link0.323DLinear2022-05-26
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting✓ Link0.326PRformer2024-08-20
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping✓ Link0.3290.339RLinear2023-05-18
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting✓ Link0.3520.344TEFN2024-05-10
Check out how to contribute new results. Then edit this file on GitLab or GitHub.