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Time Series Classification On Eigenworms

Métriques

% Test Accuracy

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	% Test Accuracy	Paper Title	Repository
IndRNN	49.7	UnICORNN: A recurrent model for learning very long time dependencies
TSEM	42	TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series
NRDE	83.8	Neural Rough Differential Equations for Long Time Series
LEM	92.3	Long Expressive Memory for Sequence Modeling
coRNN	86.7	UnICORNN: A recurrent model for learning very long time dependencies
UnICORNN	90.3	UnICORNN: A recurrent model for learning very long time dependencies
GRU	82.1	Parallelizing non-linear sequential models over the sequence length
expRNN	40.0	UnICORNN: A recurrent model for learning very long time dependencies

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