Two-Class Classification on BreakHis 400x magnification (test)
0.8945AUC-ROCGAFR-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAFR-NetMagnification=400x2026.02 | 0.8945 | 82.63 | 88.05 | 0.6985 | |
| PFE-INC-RESMagnification=400x2026.02 | 0.8912 | 81.25 | 86.12 | 0.681 | |
| CoAtNetMagnification=400x2026.02 | 0.8842 | 80.5 | 84.3 | 0.654 | |
| HoRFNetMagnification=400x2026.02 | 0.8824 | 80.12 | 85.45 | 0.6544 | |
| CellSageMagnification=400x2026.02 | 0.878 | 79.95 | 84.9 | 0.642 | |
| Swin-TinyMagnification=400x2026.02 | 0.871 | 79.2 | 82.15 | 0.621 | |
| ConvNeXt-TinyMagnification=400x2026.02 | 0.8615 | 77.8 | 80.15 | 0.6015 | |
| GATMagnification=400x2026.02 | 0.858 | 76.15 | 77.25 | 0.592 | |
| ViTMagnification=400x2026.02 | 0.854 | 76.5 | 78.2 | 0.582 | |
| ResNet50Magnification=400x2026.02 | 0.821 | 71.45 | 68.5 | 0.4312 | |
| GCNMagnification=400x2026.02 | 0.8145 | 70.2 | 66.12 | 0.405 |