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Models/TSEM

TSEM

Reported on 17 benchmarks across 1 task · 1 paper · 13 SOTA

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

Time Series17 results

Time Series ClassificationonStandWalkJump
Accuracy· 2022-05-25
0.467
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonFaceDetection
Accuracy· 2022-05-25
0.513
best: 0.6722 (ConvTran)
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonSelfRegulationSCP2
Accuracy· 2022-05-25
0.756
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonHandwriting
Accuracy· 2022-05-25
0.117
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonNATOPS
Accuracy· 2022-05-25
0.833
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonArticularyWordRecognition
Accuracy· 2022-05-25
0.557
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonHeartbeat
Accuracy· 2022-05-25
0.746
best: 0.7853 (ConvTran)
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonCricket
Accuracy· 2022-05-25
0.722
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonBasicMotions
Accuracy· 2022-05-25
0.925
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonRacketSports
Accuracy· 2022-05-25
0.77
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonUCI Epileptic Seizure Recognition
Accuracy· 2022-05-25
0.891
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonEthanolConcentration
Accuracy· 2022-05-25
0.395
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonERing
Accuracy· 2022-05-25
0.844
SOTA
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series Classificationonpendigits
Accuracy· 2022-05-25
0.686
best: 0.9947 (Disjoint-CNN)
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonLibras
Accuracy· 2022-05-25
0.372
best: 0.97 (MALSTM-FCN)
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonUWave
Accuracy· 2022-05-25
0.831
best: 0.98 (MALSTM-FCN)
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012
Time Series ClassificationonEigenWorms
% Test Accuracy· 2022-05-25
42
best: 92.3 (LEM)
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series arXiv:2205.13012