Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/MALSTM-FCN

MALSTM-FCN

Reported on 20 benchmarks across 1 task · 1 paper · 20 SOTA

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

Time Series20 results

Time Series ClassificationonLP2
Accuracy· 2018-01-14
0.77
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series Classificationonpendigits
Accuracy· 2018-01-14
0.97
best: 0.9947 (Disjoint-CNN)
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonSHAPES
Accuracy· 2018-01-14
1
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonNetFlow
Accuracy· 2018-01-14
0.95
best: 0.96 (FCN-SNLST)
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonLibras
Accuracy· 2018-01-14
0.97
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonDigitShapes
Accuracy· 2018-01-14
1
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonCharacterTrajectories
Accuracy· 2018-01-14
1
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonAUSLAN
Accuracy· 2018-01-14
0.96
best: 0.993 (FCN-SNLST)
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonArabicDigits
Accuracy· 2018-01-14
0.99
best: 0.9945 (ConvTran)
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonJapaneseVowels
Accuracy· 2018-01-14
0.99
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonUWave
Accuracy· 2018-01-14
0.98
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonECG
Accuracy· 2018-01-14
0.86
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonLP3
Accuracy· 2018-01-14
0.73
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonLP4
Accuracy· 2018-01-14
0.93
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonWalkvsRun
Accuracy· 2018-01-14
1
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonCMUsubject16
Accuracy· 2018-01-14
1
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonLP1
Accuracy· 2018-01-14
0.82
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonLP5
Accuracy· 2018-01-14
0.67
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonKickvsPunch
Accuracy· 2018-01-14
1
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503
Time Series ClassificationonWafer
Accuracy· 2018-01-14
0.99
best: 0.9999513303049968 (R_DST_Ensemble)
SOTA
Multivariate LSTM-FCNs for Time Series Classification arXiv:1801.04503