Thoracic Classification on CheXpert v1.0
0.77Atelectasis AUROCMXA
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MXAProtocol=Standard published2026.07 | 0.77 | 0.69 | 0.81 | 0.53 | 0.87 | — | 0.32 | 0.85 | 0.82 | 0.91 | 0.75 | 0.65 | 0.79 | 0.82 | |
| cheXGCNProtocol=Standard published2026.07 | 0.736 | 0.876 | 0.784 | 0.886 | 0.697 | 0.833 | 0.768 | 0.822 | 0.825 | 0.907 | 0.835 | 0.81 | 0.917 | 0.899 | |
| CvTGNetProtocol=Standard published2026.07 | 0.731 | 0.9 | 0.784 | 0.864 | 0.793 | 0.853 | 0.842 | 0.736 | 0.802 | 0.881 | 0.925 | 0.868 | 0.889 | 0.86 | |
| U-ZerosProtocol=Standard published2026.07 | 0.73 | 0.876 | 0.775 | 0.881 | 0.691 | 0.807 | 0.766 | 0.807 | 0.811 | 0.9 | 0.815 | 0.804 | 0.902 | 0.893 | |
| SSGEProtocol=Standard published2026.07 | 0.728 | 0.887 | 0.728 | 0.89 | 0.678 | 0.829 | 0.795 | 0.809 | 0.889 | 0.915 | 0.813 | 0.799 | 0.913 | 0.927 | |
| GCF-NetProtocol=Standard published2026.07 | 0.721 | 0.879 | 0.745 | 0.875 | 0.673 | 0.813 | 0.806 | 0.763 | 0.869 | 0.907 | 0.79 | 0.797 | 0.894 | 0.907 |