Two-Class Classification on BreakHis 100x magnification (test)
96.41AUC-ROCGAFR-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAFR-NetMagnification=100x2026.02 | 96.41 | 88.51 | 92.1 | 80.54 | |
| HoRFNetMagnification=100x2026.02 | 96.02 | 88.15 | 91.44 | 79.66 | |
| CellSageMagnification=100x2026.02 | 95.66 | 88.05 | 90.88 | 78.95 | |
| PFE-INC-RESMagnification=100x2026.02 | 95.1 | 87.9 | 90.25 | 78.12 | |
| CoAtNetMagnification=100x2026.02 | 94.15 | 87.12 | 89.33 | 75.1 | |
| Swin-TinyMagnification=100x2026.02 | 93.22 | 86.1 | 88.45 | 71.22 | |
| ConvNeXt-TinyMagnification=100x2026.02 | 91.88 | 84.25 | 85.12 | 68.44 | |
| GATMagnification=100x2026.02 | 91.12 | 82.68 | 78.22 | 65.15 | |
| ViTMagnification=100x2026.02 | 90.12 | 83.45 | 82.55 | 64.1 | |
| ResNet50Magnification=100x2026.02 | 86.1 | 78.4 | 74.88 | 51.2 | |
| GCNMagnification=100x2026.02 | 85.45 | 75.88 | 71.22 | 48.5 |