Two-Class Classification on BreakHis 40x magnification (test)
93.87AUC-ROCGAFR-Net
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAFR-NetMagnification=40x2026.02 | 93.87 | 89.25 | 90.33 | 0.7112 | |
| HoRFNetMagnification=40x2026.02 | 93.44 | 88.1 | 89.55 | 0.7045 | |
| CellSageMagnification=40x2026.02 | 93.15 | 87.88 | 89.12 | 0.7022 | |
| PFE-INC-RESMagnification=40x2026.02 | 92.85 | 87.44 | 88.12 | 0.6995 | |
| CoAtNetMagnification=40x2026.02 | 92.1 | 86.55 | 87.22 | 0.6845 | |
| Swin-TinyMagnification=40x2026.02 | 91.25 | 84.33 | 85.1 | 0.6685 | |
| ConvNeXt-TinyMagnification=40x2026.02 | 90.44 | 83.12 | 82.55 | 0.642 | |
| GATMagnification=40x2026.02 | 89.62 | 81.22 | 73.55 | 0.6388 | |
| ViTMagnification=40x2026.02 | 89.55 | 82.1 | 80.44 | 0.6215 | |
| GCNMagnification=40x2026.02 | 85.1 | 74.22 | 69.12 | 0.4633 | |
| ResNet50Magnification=40x2026.02 | 84.25 | 76.12 | 72.35 | 0.495 |