Pneumonia Detection on Chest X-Ray PX (test)
0.967AUROCPPAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PPAD2025.07 | 0.967 | 89.4 | 91.8 | |
| GLCM-MAEbackbone=ViT-B2025.07 | 0.964 | 95.5 | 96.4 | |
| OmniMAE2025.07 | 0.953 | 95 | 96.8 | |
| MaPLe2025.07 | 0.951 | 89.4 | 89.5 | |
| CoOp2025.07 | 0.946 | 84.6 | 88.6 | |
| MAE2025.07 | 0.941 | 94.9 | 92.2 | |
| CheXzero2025.07 | 0.927 | 83 | 87.5 | |
| Xplainer2025.07 | 0.899 | 78.2 | 85 | |
| SQUID2025.07 | 0.876 | 80.3 | 84.7 | |
| GANomaly2025.07 | 0.78 | 70 | 79 | |
| f-MemAE2025.07 | 0.778 | 56.5 | 82.6 | |
| MNAD2025.07 | 0.773 | 73.6 | 79.3 | |
| IGD2025.07 | 0.734 | 74 | 80.9 | |
| VAE2025.07 | 0.618 | 64 | 77.4 |