OpenCodePapers

time-series-classification-on-wafer

Time Series Classification

Results over time

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Leaderboard

Paper	Code	Accuracy	NLL	Accuracy(30-fold)	ModelName	ReleaseDate
Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets	✓ Link	0.9999513303049968		0.9999513303049968	R_DST_Ensemble	2021-09-28
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.994	0.029		GP-GRU	2019-06-19
Multivariate LSTM-FCNs for Time Series Classification	✓ Link	0.99			MALSTM-FCN	2018-01-14
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.989			FCN-SNLST	2020-06-12
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.988	0.048		GP-Sig-LSTM	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.984	0.085		GP-KConv1D	2019-06-19
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	✓ Link	0.981			SNLST	2020-06-12
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.978	0.081		GP-Sig-GRU	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.966	0.105		GP-LSTM	2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	✓ Link	0.965	0.105		GP-Sig	2019-06-19