Improving Position Encoding of Transformers for Multivariate Time Series Classification

Benchmark Model Rank Results
time-series-classification-on-arabicdigitsConvTran#1Accuracy: 0.9945
time-series-classification-on-facedetectionConvTran#1Accuracy: 0.6722
time-series-classification-on-heartbeatConvTran#1Accuracy: 0.7853
time-series-classification-on-japanesevowelsConvTran#2Accuracy: 0.9891
time-series-classification-on-pendigitsConvTran#2Accuracy: 0.9871