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K
الرئيسية
SOTA
Time Series Classification
Time Series Classification On Libras
Time Series Classification On Libras
المقاييس
Accuracy
NLL
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
Accuracy
NLL
Paper Title
Repository
GP-GRU
0.742
1.110
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig-LSTM
0.921
0.320
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig
0.923
0.259
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-KConv1D
0.698
1.608
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
TSEM
0.372
-
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series
SNLST
0.773
-
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
FCN-SNLST
0.957
-
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-LSTM
0.776
0.911
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
MALSTM-FCN
0.97
-
Multivariate LSTM-FCNs for Time Series Classification
GP-Sig-GRU
0.899
0.346
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
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