Pneumonia Detection on Kermany dataset
92.45AccuracyViT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ViT2024.08 | 92.45 | 92.47 | 92.44 | 92.47 | |
| Jiang et al.Backbone=MP-ViT2024.08 | 91.19 | 91.82 | 89.36 | 90.34 | |
| Reshan et al.Backbone=MobileNet2024.08 | 90.85 | 91.41 | 95.28 | 91.41 | |
| Reshan et al.Backbone=DenseNet1212024.08 | 88.9 | 88.33 | 96.87 | 92.41 | |
| Yadav et al.Backbone=VGG162024.08 | 88.5 | — | — | — | |
| Ayan et al.Backbone=VGG162024.08 | 87.98 | 82.72 | 85.9 | 84.28 | |
| Reshan et al.Backbone=Xception2024.08 | 87.59 | 91.75 | 90.32 | 91.03 | |
| Bhatt et al.Backbone=CNN2024.08 | 85.58 | 83.33 | 96.15 | 89.29 | |
| Reshan et al.Backbone=ResNet152B22024.08 | 84.65 | 82.38 | 99.21 | 90.02 | |
| Chattopadhyay et al.2024.08 | 81.7 | — | — | 80.6 | |
| Reshan et al.Backbone=EfficientNet2024.08 | 51.02 | 86.21 | 45.85 | 90.1 |