Chest X-ray Classification on PDC 1 (test)
85.66Atelectasis AUCNVUM
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NVUMBackbone=DenseNet121, Training Dataset=NIH2021.03 | 85.66 | 92.94 | 96.56 | 72.51 | 85.93 | 75.56 | 82.22 | 79.5 | 95.7 | 79.38 | 98.4 | 74.8 | 93.02 | 85.55 | |
| ChestXNetBackbone=DenseNet121, Training Dataset=NIH2021.03 | 84.99 | 92.5 | 96.38 | 70.18 | 75.21 | 75.39 | 76.2 | 79.63 | 98.07 | 79.1 | 96.13 | 72.29 | 86.72 | 83.29 | |
| Hermoza et al.Backbone=DenseNet121, Training Dataset=NIH2021.03 | 83.59 | 91.25 | 96.27 | 64.61 | 86.93 | 75.99 | 75.73 | 74.55 | 97.78 | 79.81 | 96.46 | 69.95 | 89.29 | 83.25 | |
| Ma et al.Backbone=DenseNet121, Training Dataset=NIH2021.03 | 79.88 | 91.72 | 96.29 | 73.78 | 85.81 | 68.14 | 76.49 | 79.73 | 96.41 | 75.11 | 93.2 | 67.87 | 86.87 | 82.41 | |
| DivideMixBackbone=DenseNet121, Training Dataset=NIH2021.03 | 73.48 | 81.63 | 97.75 | 81.61 | 77.41 | 63.89 | 72.32 | 75.46 | 91.81 | 59.91 | 84.71 | 58.25 | 72.11 | 76.18 |