ConvTran

Reported on 6 benchmarks across 1 task · 1 paper · 5 SOTA

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

Time Series6 results

Time Series Classificationonpendigits
Accuracy· 2023-05-26
0.9871
best: 0.9947 (Disjoint-CNN)
SOTA
Improving Position Encoding of Transformers for Multivariate Time Series Classification arXiv:2305.16642
Time Series ClassificationonFaceDetection
Accuracy· 2023-05-26
0.6722
SOTA
Improving Position Encoding of Transformers for Multivariate Time Series Classification arXiv:2305.16642
Time Series ClassificationonArabicDigits
Accuracy· 2023-05-26
0.9945
SOTA
Improving Position Encoding of Transformers for Multivariate Time Series Classification arXiv:2305.16642
Time Series ClassificationonInsectwingbeat
Accuracy· 2023-05-26
0.7132
SOTA
Improving Position Encoding of Transformers for Multivariate Time Series Classification arXiv:2305.16642
Time Series ClassificationonHeartbeat
Accuracy· 2023-05-26
0.7853
SOTA
Improving Position Encoding of Transformers for Multivariate Time Series Classification arXiv:2305.16642
Time Series ClassificationonJapaneseVowels
Accuracy· 2023-05-26
0.9891
best: 0.99 (MALSTM-FCN)
Improving Position Encoding of Transformers for Multivariate Time Series Classification arXiv:2305.16642