Table 9. Performance comparison on CheXpert dataset.
No. | Author | Pretext task | Category | ImageNet: AUC | SSL: AUC |
---|---|---|---|---|---|
1 | Sowrirajan et al. (2021) | MoCo | Contrastive | 0.949 | 0.953 |
2 | Vu et al. (2021) | MoCo | Contrastive | 0.858 | 0.906 |
3 | Azizi et al. (2021) | SimCLR | Contrastive | 0.763 | 0.767 |