HyperAI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 SOTA LLMモデル GPU ランキング学会

サイトについて

日本語

HyperAI超神経

Time Series Forecasting On Electricity 720

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 Title	Repository
MoLE-RMLP	0.178	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
PatchTST/64	0.197	A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
PRformer	0.185	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
MoLE-DLinear	0.18	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
xPatch	0.190	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
TEFN	0.253	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
DiPE-Linear	0.198	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
DLinear	0.203	Are Transformers Effective for Time Series Forecasting?

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