Diagnostic Classification on Canine Pneumothorax (test)
90.32AccuracyOurs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Oursinput=focused (masked) data2026.04 | 90.32 | 82.22 | 77.19 | 79.62 | |
| InceptionResnetV2input=focused (masked) data2026.04 | 86.87 | 89.14 | 52.89 | 66.39 | |
| Xceptioninput=focused (masked) data2026.04 | 85.82 | 83.12 | 52.89 | 64.65 | |
| Inceptionv3input=focused (masked) data2026.04 | 84.85 | 76.8 | 54.71 | 63.9 | |
| NasnetLargeinput=focused (masked) data2026.04 | 84.24 | 71.09 | 60.17 | 65.17 | |
| DenseNet201input=focused (masked) data2026.04 | 83.79 | 72.63 | 54.38 | 62.19 | |
| GoogleNetinput=focused (masked) data2026.04 | 82.7 | 67.87 | 55.87 | 61.29 | |
| EfficientNetB7input=focused (masked) data2026.04 | 82.33 | 62.94 | 67.93 | 65.34 | |
| Vision Transformerinput=focused (masked) data2026.04 | 63.7 | 34.41 | 53.06 | 41.74 | |
| Beit_largeinput=focused (masked) data2026.04 | 61.91 | 36.03 | 71.4 | 47.89 | |
| ResNet50input=focused (masked) data2026.04 | 59.08 | 34.94 | 77.69 | 48.21 | |
| CONVTinput=focused (masked) data2026.04 | 44.57 | 28.58 | 84.13 | 42.67 | |
| VGG16input=focused (masked) data2026.04 | 24.51 | 24.51 | 100 | 39.38 |