HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Time Series Classification On Shapes

평가 지표

Accuracy

NLL

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Accuracy	NLL	Paper Title	Repository
GP-KConv1D	1.000	0.012	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
MALSTM-FCN	1	-	Multivariate LSTM-FCNs for Time Series Classification	-
GP-Sig	1.000	0.011	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
GP-GRU	0.867	0.168	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
SNLST	1	-	Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections	-
GP-Sig-GRU	1.000	0.012	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-LSTM	1.000	0.016	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-
GP-Sig-LSTM	1.000	0.014	Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	-

0 of 9 row(s) selected.

Time Series Classification On Shapes | SOTA | HyperAI초신경