Multi-label Classification on MRNet
0.904Abnormality AUCSKID
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SKIDTemporal aggregator=ConvLSTM, Pretext model parameters=frozen2021.04 | 0.904 | 0.893 | 0.81 | 0.869 | |
| MoCo-v2Temporal aggregator=ConvLSTM, Pretext model parameters=frozen2021.04 | 0.682 | 0.389 | 0.6 | 0.557 | |
| SimCLRTemporal aggregator=ConvLSTM, Pretext model parameters=frozen2021.04 | 0.676 | 0.691 | 0.663 | 0.677 | |
| PIRLTemporal aggregator=ConvLSTM, Pretext model parameters=frozen2021.04 | 0.653 | 0.655 | 0.59 | 0.633 |