HyperAI초신경

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

한국어

HyperAI초신경

Time Series Classification On Pendigits

평가 지표

Accuracy

NLL

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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.