coRNN

Reported on 2 benchmarks across 2 tasks · 2 papers

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series1 result

Time Series ClassificationonEigenWorms
% Test Accuracy· 2021-03-09
86.7
best: 92.3 (LEM)
UnICORNN: A recurrent model for learning very long time dependencies arXiv:2103.05487

Computer Vision1 result

Image Classificationonnoise padded CIFAR-10
% Test Accuracy· 2020-10-02
59
best: 62.4 (UnICORNN)
Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies arXiv:2010.00951