HyperAIHyperAI超神経
ホームニュース論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
検索
サイトについて
HyperAIHyperAI超神経

Time Series Forecasting On Ettm1 192 1

評価指標

Accuracy
MSE

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
Accuracy
MSE
Paper TitleRepository
xPatch0.3550.315xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
DiPE-Linear-0.339Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
PRformer-0.324PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
SCNN-0.327Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting
LTBoost (drop_last=false)-0.316LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting-
TSMixer-0.333TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
RLinear-0.335Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
MoLE-DLinear-0.328Mixture-of-Linear-Experts for Long-term Time Series Forecasting
TEFN-0.381Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
0 of 9 row(s) selected.