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Time Series Classification On Eigenworms

Metrics

% Test Accuracy

Results

Performance results of various models on this benchmark

Model Name
% Test Accuracy
Paper TitleRepository
IndRNN49.7UnICORNN: A recurrent model for learning very long time dependencies
TSEM42TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series
NRDE83.8Neural Rough Differential Equations for Long Time Series
LEM92.3Long Expressive Memory for Sequence Modeling
coRNN86.7UnICORNN: A recurrent model for learning very long time dependencies
UnICORNN90.3UnICORNN: A recurrent model for learning very long time dependencies
GRU82.1Parallelizing non-linear sequential models over the sequence length
expRNN40.0UnICORNN: A recurrent model for learning very long time dependencies
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