Classification on MGH 5,000 samples (test)
74.15AccuracyATD
Evaluation Results
| Method | Links | |
|---|---|---|
| ATDPre-training=unsupervised, Evaluation protocol=supervised LR2021.06 | 74.15 | |
| ATD# of Params.=9,9842021.06 | 74.15 | |
| ATDSS-# of Params.=9,9842021.06 | 72.78 | |
| GR-SALS# of Params.=9,9842021.06 | 72.35 | |
| SALS# of Params.=9,9842021.06 | 71.93 | |
| AES-32# of Params.=220,0882021.06 | 71.46 | |
| AES-128# of Params.=257,0482021.06 | 70.19 | |
| AE-32# of Params.=220,0882021.06 | 68.58 | |
| BYOL-128# of Params.=279,6322021.06 | 68.55 | |
| SimCLR-32# of Params.=212,6242021.06 | 67.34 | |
| AE-128# of Params.=257,0482021.06 | 67.05 | |
| SimCLR-128# of Params.=246,6082021.06 | 66.98 | |
| UMLDAPre-training=supervised, Evaluation protocol=supervised LR2021.06 | 62.04 | |
| BYOL-32# of Params.=214,7362021.06 | 61.83 | |
| STLEvaluation protocol=end-to-end supervised2021.06 | 41.44 |