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 Electricity 96

評価指標

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
MSE
Paper TitleRepository
MoLE-DLinear0.131Mixture-of-Linear-Experts for Long-term Time Series Forecasting
TEFN0.197Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
GLinear0.1313--
CycleNet0.126CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns
DiPE-Linear0.132Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
DLinear0.14Are Transformers Effective for Time Series Forecasting?
TSMixer0.129TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
xPatch0.126xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
PatchTST/640.129A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
PRformer0.127PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
MoLE-RMLP0.129Mixture-of-Linear-Experts for Long-term Time Series Forecasting
0 of 11 row(s) selected.