Benign/Malignant Diagnosis on Single-Center (test)
79.62AccuracyHSQformer-L
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HSQformer-Lvariant=large2025.02 | 79.62 | 81.06 | 91.81 | 86.03 | 83.41 | |
| HSQformer-Bvariant=base2025.02 | 78.74 | 80.29 | 92.14 | 85.62 | 83.83 | |
| ViT2025.02 | 77.23 | 80.1 | 88.97 | 84.22 | 81.37 | |
| FocalNet2025.02 | 76.98 | 83.71 | 82.57 | 83.02 | 82.16 | |
| HSQformer-Svariant=small2025.02 | 76.53 | 82.02 | 84.55 | 83.04 | 82.07 | |
| PVTv2-B52025.02 | 76.47 | 83.93 | 81.47 | 82.53 | 83.1 | |
| ConvNext2025.02 | 76.44 | 84.85 | 80.27 | 82.27 | 83.41 | |
| MPViT2025.02 | 75.94 | 83.8 | 80.78 | 82.02 | 81.9 | |
| ResNext101Backbone=ResNext1012025.02 | 74.74 | 83.9 | 78.25 | 80.78 | 80.34 | |
| SwinTransformer2025.02 | 74.74 | 85.2 | 76.6 | 80.48 | 82 | |
| CswinTransformer2025.02 | 74.4 | 85.77 | 75.31 | 80.01 | 82.35 | |
| Hiera2025.02 | 72.44 | 83.41 | 74.57 | 78.73 | 78.51 | |
| ResNet101Backbone=ResNet1012025.02 | 72.38 | 85.17 | 72.6 | 78.22 | 79.7 | |
| ThyNet2025.02 | 72.21 | 83.34 | 74.99 | 78.52 | 79.61 | |
| DenseNet201Backbone=DenseNet2012025.02 | 71.34 | 82.54 | 74.76 | 77.98 | 78.51 |