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الرئيسية
SOTA
Time Series Classification
Time Series Classification On Kickvspunch
Time Series Classification On Kickvspunch
المقاييس
Accuracy
NLL
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
Accuracy
NLL
Paper Title
Repository
GP-Sig-GRU
0.820
0.493
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-LSTM
0.620
0.696
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
MALSTM-FCN
1
-
Multivariate LSTM-FCNs for Time Series Classification
SNLST
1
-
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-KConv1D
0.700
0.662
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
FCN-SNLST
1
-
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-GRU
0.600
0.674
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig
0.900
0.224
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig-LSTM
0.900
0.301
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
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