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홈뉴스최신 연구 논문튜토리얼데이터셋백과사전SOTALLM 모델GPU 랭킹컨퍼런스
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Time Series Forecasting On Weather 720

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Accuracy
MSE

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이 벤치마크에서 각 모델의 성능 결과

모델 이름
Accuracy
MSE
Paper TitleRepository
RLinear-CI0.3270.314Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
MoLE-DLinear-0.314Mixture-of-Linear-Experts for Long-term Time Series Forecasting
SegRNN-0.31SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting
PRformer-0.326PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
DLinear-0.323Are Transformers Effective for Time Series Forecasting?
RLinear-0.329Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
TEFN-0.352Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting-
PatchTST/64-0.314A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
TSMixer-0.316TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting-
xPatch-0.291xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
DiPE-Linear-0.306Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
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