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الرئيسية
SOTA
تنبؤ السلسلة الزمنية
Time Series Forecasting On Weather 192
Time Series Forecasting On Weather 192
المقاييس
MAE
MSE
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
MAE
MSE
Paper Title
Repository
SegRNN
0.227
0.186
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting
-
TSMixer
0.240
0.191
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
-
RLinear
0.26
0.218
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
-
PRformer
-
0.188
PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
-
DiPE-Linear
-
0.187
Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
-
PatchTST/64
-
0.194
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
-
SCNN
-
0.188
Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting
-
xPatch
0.227
0.189
xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
-
DLinear
-
0.22
Are Transformers Effective for Time Series Forecasting?
-
MoLE-DLinear
-
0.203
Mixture-of-Linear-Experts for Long-term Time Series Forecasting
-
RLinear-CI
-
0.189
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
-
MoLE-RMLP
-
0.19
Mixture-of-Linear-Experts for Long-term Time Series Forecasting
-
TEFN
0.262
0.227
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting
-
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