SOM-VAE

Reported on 6 benchmarks across 2 tasks · 1 paper · 2 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 ClusteringoneICU Collaborative Research Database
NMI (physiology_12_hours)· 2018-06-06
0.0444
SOTA
SOM-VAE: Interpretable Discrete Representation Learning on Time Series arXiv:1806.02199
Time Series AnalysisoneICU Collaborative Research Database
NMI (physiology_12_hours)· 2018-06-06
0.0444
SOTA
SOM-VAE: Interpretable Discrete Representation Learning on Time Series arXiv:1806.02199
Time Series ClusteringoneICU Collaborative Research Database
NMI (physiology_24_hours)· 2018-06-06
0.0354
best: 0.0421 (SOM-VAE-prob)
SOM-VAE: Interpretable Discrete Representation Learning on Time Series arXiv:1806.02199
Time Series ClusteringoneICU Collaborative Research Database
NMI (physiology_6_hours)· 2018-06-06
0.0407
best: 0.0474 (SOM-VAE-prob)
SOM-VAE: Interpretable Discrete Representation Learning on Time Series arXiv:1806.02199
Time Series AnalysisoneICU Collaborative Research Database
NMI (physiology_24_hours)· 2018-06-06
0.0354
best: 0.0421 (SOM-VAE-prob)
SOM-VAE: Interpretable Discrete Representation Learning on Time Series arXiv:1806.02199
Time Series AnalysisoneICU Collaborative Research Database
NMI (physiology_6_hours)· 2018-06-06
0.0407
best: 0.0474 (SOM-VAE-prob)
SOM-VAE: Interpretable Discrete Representation Learning on Time Series arXiv:1806.02199