HyperAIHyperAI
HomeNewsLatest PapersTutorialsDatasetsWikiSOTALLM ModelsGPU LeaderboardEvents
Search
About
HyperAIHyperAI

Time Series Forecasting On Ettm2 192 1

Metrics

MAE
MSE

Results

Performance results of various models on this benchmark

Model Name
MAE
MSE
Paper TitleRepository
LTBoost (drop_last=false)0.2820.210LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting
TSMixer0.293-TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting-
xPatch0.280-xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition-
MoLE-DLinear--Mixture-of-Linear-Experts for Long-term Time Series Forecasting-
DiPE-Linear--Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting-
TEFN0.304-Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting-
PRformer--PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting-
RLinear0.29-Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping-
SCNN--Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting-
0 of 9 row(s) selected.
Time Series Forecasting On Ettm2 192 1 | SOTA | HyperAI