Two-Class Classification on BreakHis 200x magnification (test)
95.28AUC-ROCGAFR-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAFR-NetMagnification=200x2026.02 | 95.28 | 89.35 | 93.39 | 0.7802 | |
| HoRFNetMagnification=200x2026.02 | 94.88 | 88.75 | 92.15 | 0.772 | |
| PFE-INC-RESMagnification=200x2026.02 | 94.55 | 88.4 | 92.1 | 0.771 | |
| CellSageMagnification=200x2026.02 | 94.42 | 88.6 | 91.66 | 0.7685 | |
| CoAtNetMagnification=200x2026.02 | 94.2 | 87.8 | 91.25 | 0.762 | |
| Swin-TinyMagnification=200x2026.02 | 93.12 | 86.5 | 89.2 | 0.741 | |
| ConvNeXt-TinyMagnification=200x2026.02 | 92.5 | 85.4 | 86.4 | 0.712 | |
| GATMagnification=200x2026.02 | 92.15 | 84.2 | 81.45 | 0.7015 | |
| ViTMagnification=200x2026.02 | 91.25 | 84.15 | 82.5 | 0.684 | |
| GCNMagnification=200x2026.02 | 88.15 | 78.12 | 74.2 | 0.512 | |
| ResNet50Magnification=200x2026.02 | 87.24 | 79.55 | 75.88 | 0.5285 |