Benign/Malignant Diagnosis on High-Risk Patient (test)
85.41AccuracyHSQformer-B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HSQformer-Bvariant=base2025.02 | 85.41 | 87.62 | 94.09 | 90.69 | 88.32 | |
| HSQformer-Lvariant=large2025.02 | 85.38 | 87.05 | 94.79 | 90.73 | 88.23 | |
| HSQformer-Svariant=small2025.02 | 84.44 | 86.5 | 94.12 | 90.13 | 86.64 | |
| ViT2025.02 | 84.02 | 87.22 | 92.4 | 89.72 | 86.44 | |
| ConvNext2025.02 | 82.96 | 88.64 | 88.93 | 88.7 | 86.94 | |
| FocalNet2025.02 | 82.57 | 89.27 | 87.58 | 88.32 | 87.07 | |
| PVTv2-B52025.02 | 81.88 | 89.56 | 86.12 | 87.73 | 87.02 | |
| SwinTransformer2025.02 | 81.66 | 89.09 | 86.31 | 87.66 | 86.49 | |
| ResNet101Backbone=ResNet1012025.02 | 81.6 | 89.17 | 86.21 | 87.57 | 86.69 | |
| DenseNet201Backbone=DenseNet2012025.02 | 81.2 | 88.86 | 86.02 | 87.31 | 85.83 | |
| ResNext101Backbone=ResNext1012025.02 | 81.15 | 88.65 | 86.12 | 87.34 | 86.26 | |
| MPViT2025.02 | 81.03 | 89.55 | 84.85 | 87.07 | 85.5 | |
| Hiera2025.02 | 80.84 | 88.92 | 85.26 | 87.04 | 85.47 | |
| ThyNet2025.02 | 80.69 | 89.51 | 84.44 | 86.73 | 86.54 | |
| CswinTransformer2025.02 | 80.63 | 90.38 | 83.29 | 86.62 | 86.86 |