HyperAI超神経

ホームニュース論文チュートリアルデータセット百科事典 SOTA LLMモデル GPU ランキング学会

サイトについて

日本語

HyperAI超神経

Time Series Classification On Pendigits

評価指標

Accuracy

NLL

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	Accuracy	NLL	Paper Title	Repository
GP-Sig-LSTM	0.928	0.289	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig-GRU	0.902	0.399	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
SNLST	0.954	-	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-KConv1D	0.946	0.181	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-GRU	0.951	0.187	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
GP-Sig	0.955	0.146	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
FCN-SNLST	0.953	-	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
GP-LSTM	0.953	0.185	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances

0 of 8 row(s) selected.