Classification on PTB-XL (test)
70.26AccuracyATD
Evaluation results
| Method | Links | |
|---|---|---|
| ATDPre-training=unsupervised, Evaluation protocol=supervised LR2021.06 | 70.26 | |
| ATD# of Params.=7,2962021.06 | 70.26 | |
| ATDSS-# of Params.=7,2962021.06 | 69.38 | |
| SimCLR-32# of Params.=200,9602021.06 | 69.25 | |
| SALS# of Params.=7,2962021.06 | 69.15 | |
| GR-SALS# of Params.=7,2962021.06 | 69.02 | |
| AES-128# of Params.=298,3522021.06 | 68.88 | |
| AES-32# of Params.=224,5282021.06 | 68.47 | |
| SimCLR-128# of Params.=237,9202021.06 | 68.19 | |
| UMLDAPre-training=supervised, Evaluation protocol=supervised LR2021.06 | 65.55 | |
| BYOL-128# of Params.=254,4322021.06 | 65.49 | |
| BYOL-32# of Params.=202,0162021.06 | 65.08 | |
| STLEvaluation protocol=end-to-end supervised2021.06 | 61.83 | |
| AE-32# of Params.=224,5282021.06 | 59.01 | |
| AE-128# of Params.=298,3522021.06 | 58.29 |