Time Series Classification on CharacterTrajectories

9개 결과 · ⬇ CSV · JSON

Accuracy

Rank	Model	Accuracy	NLL	Paper	Code	Year
1	MALSTM-FCN	1	–	Multivariate LSTM-FCNs for Time Series Classification	timeseriesAI/tsai · titu1994/LSTM-FCN · titu1994/MLSTM-FCN · +4	2018
2	FCN-SNLST	0.994	–	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	tgcsaba/seq2tens	2020
3	GP-Sig-LSTM	0.991	0.031	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	tgcsaba/GPSig	2019
4	GP-Sig	0.979	0.108	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	tgcsaba/GPSig	2019
5	SNLST	0.957	–	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	tgcsaba/seq2tens	2020
6	GP-KConv1D	0.941	0.409	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	tgcsaba/GPSig	2019
7	GP-Sig-GRU	0.925	0.258	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	tgcsaba/GPSig	2019
8	GP-LSTM	0.233	2.506	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	tgcsaba/GPSig	2019
9	GP-GRU	0.114	3.523	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	tgcsaba/GPSig	2019