الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Time Series Classification On Japanesevowels

المقاييس

Accuracy

NLL

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Accuracy	NLL	Paper Title	Repository
GP-Sig-LSTM	0.981	0.080	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig	0.982	0.069	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-KConv1D	0.986	0.067	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-LSTM	0.982	0.061	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig-GRU	0.985	0.053	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-GRU	0.986	0.052	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
MALSTM-FCN	0.99	-	Multivariate LSTM-FCNs for Time Series Classification
SNLST	0.979	-	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
FCN-SNLST	0.980	-	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
ConvTran	0.9891	-	Improving Position Encoding of Transformers for Multivariate Time Series Classification

0 of 10 row(s) selected.