Classification on PTB-XL
70.26AccuracyATD
Evaluation results
| Method | Links | |
|---|---|---|
| ATD# of Params.=7,296, Time per sweep=12.599s, Model Category=Tensor models2021.06 | 70.26 | |
| ATDSS# of Params.=7,296, Time per sweep=12.560s, Model Category=Tensor models2021.06 | 69.38 | |
| SimCLR-32# of Params.=200,960, Time per sweep=18.714s, Model Category=Self-sup models2021.06 | 69.25 | |
| SALS# of Params.=7,296, Time per sweep=8.988s, Model Category=Tensor models2021.06 | 69.15 | |
| GR-SALS# of Params.=7,296, Time per sweep=9.747s, Model Category=Tensor models2021.06 | 69.02 | |
| AESS-128# of Params.=298,352, Time per sweep=18.465s, Model Category=Auto-encoders2021.06 | 68.88 | |
| AESS-32# of Params.=224,528, Time per sweep=18.263s, Model Category=Auto-encoders2021.06 | 68.47 | |
| SimCLR-128# of Params.=237,920, Time per sweep=19.037s, Model Category=Self-sup models2021.06 | 68.19 | |
| BYOL-128# of Params.=254,432, Time per sweep=18.680s, Model Category=Self-sup models2021.06 | 65.49 | |
| BYOL-32# of Params.=202,016, Time per sweep=18.410s, Model Category=Self-sup models2021.06 | 65.08 | |
| AE-32# of Params.=224,528, Time per sweep=11.229s, Model Category=Auto-encoders2021.06 | 59.01 | |
| AE-128# of Params.=298,352, Time per sweep=11.396s, Model Category=Auto-encoders2021.06 | 58.29 |