Classification on Sleep-EDF (5,000 samples)
86.281Latency (s)SALS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SALSModel Type=Tensor models, Rank=32, # of Params.=7,3282021.06 | 86.281 | — | 0.0041 | |
| GR-SALSModel Type=Tensor models, Rank=32, # of Params.=7,3282021.06 | 109.916 | — | 0.0019 | |
| ATDssModel Type=Tensor models, Rank=32, # of Params.=7,3282021.06 | 147.568 | — | 0.0001 | |
| ATDModel Type=Tensor models, Rank=32, # of Params.=7,3282021.06 | 148.375 | — | — | |
| AEModel Type=Auto-encoders, Feature Dimension=32, # of Params.=217,2162021.06 | 153.684 | — | — | |
| AEModel Type=Auto-encoders, Feature Dimension=128, # of Params.=241,8882021.06 | 156.813 | — | — | |
| BYOLModel Type=Self-sup models, Feature Dimension=32, # of Params.=211,4402021.06 | 255.614 | — | — | |
| BYOLModel Type=Self-sup models, Feature Dimension=128, # of Params.=239,2802021.06 | 257.266 | — | — | |
| SimCLRModel Type=Self-sup models, Feature Dimension=32, # of Params.=210,3842021.06 | 260.299 | — | — | |
| SimCLRModel Type=Self-sup models, Feature Dimension=128, # of Params.=222,7682021.06 | 265.809 | — | — | |
| AEssModel Type=Auto-encoders, Feature Dimension=32, # of Params.=217,2162021.06 | 301.773 | — | — | |
| AEssModel Type=Auto-encoders, Feature Dimension=128, # of Params.=241,8882021.06 | 307.546 | — | — |