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الرئيسية
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تنبؤ السلسلة الزمنية
Time Series Forecasting On Etth1 720 2
Time Series Forecasting On Etth1 720 2
المقاييس
MAE
MSE
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
MAE
MSE
Paper Title
Repository
DLinear
0.359
0.189
Are Transformers Effective for Time Series Forecasting?
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Transformer
0.4213
0.2501
Long-term series forecasting with Query Selector -- efficient model of sparse attention
-
QuerySelector
0.373
0.2136
Long-term series forecasting with Query Selector -- efficient model of sparse attention
-
Informer
0.357
0.201
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
-
SCINet
0.25
0.099
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction
-
PatchTST/64
0.236
0.087
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
-
FiLM
0.24
0.09
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
-
AutoCon
0.223
0.078
Self-Supervised Contrastive Learning for Long-term Forecasting
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SegRNN
0.233
0.085
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting
-
PatchMixer
0.243
0.093
PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting
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NLinear
0.226
0.08
Are Transformers Effective for Time Series Forecasting?
-
Parallel Series Transformer
0.286
0.129
How Features Benefit: Parallel Series Embedding for Multivariate Time Series Forecasting with Transformer
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