Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections

Benchmark Model Rank Results
time-series-classification-on-arabicdigitsFCN-SNLST#3Accuracy: 0.993
time-series-classification-on-arabicdigitsSNLST#10Accuracy: 0.968
time-series-classification-on-japanesevowelsFCN-SNLST#9Accuracy: 0.980
time-series-classification-on-japanesevowelsSNLST#10Accuracy: 0.979
time-series-classification-on-librasFCN-SNLST#2Accuracy: 0.957
time-series-classification-on-librasSNLST#7Accuracy: 0.773
time-series-classification-on-uwaveFCN-SNLST#3Accuracy: 0.969
time-series-classification-on-uwaveSNLST#7Accuracy: 0.938
time-series-classification-on-waferFCN-SNLST#4Accuracy: 0.989
time-series-classification-on-waferSNLST#7Accuracy: 0.981