Linear Classification on CheXpert (10% train)
90.4AUCG2D
Evaluation Results
| Method | Links | |
|---|---|---|
| G2DEvaluation Protocol=Linear classification2023.12 | 90.4 | |
| GLoRIA-MIMICEvaluation Protocol=Linear classification2023.12 | 88.7 | |
| MRMEvaluation Protocol=Linear classification2023.12 | 88.5 | |
| MGCAEvaluation Protocol=Linear classification2023.12 | 88 | |
| GLoRIAEvaluation Protocol=Linear classification2023.12 | 87.8 | |
| ConVIRTEvaluation Protocol=Linear classification2023.12 | 86.8 | |
| MedKLIPEvaluation Protocol=Linear classification, Leveraged disease-level annotations=true2023.12 | 86.5 | |
| ImageNet InitInitialization=ImageNet, Evaluation Protocol=Linear classification2023.12 | 79.7 | |
| Random InitInitialization=Random, Evaluation Protocol=Linear classification2023.12 | 62.6 |