Perineural Invasion (PNI) Classification on PNI R + S 75%
78.12Mean AUCPattenNet
Evaluation results
| Method | Links | |
|---|---|---|
| PattenNetImplementation=3D, Validation=5-fold cross-validation2026.03 | 78.12 | |
| EfficientNet-B3Implementation=3D, Validation=5-fold cross-validation2026.03 | 76.71 | |
| ResNet-50Implementation=3D, Validation=5-fold cross-validation2026.03 | 75.51 | |
| SwinTransformerImplementation=3D, Validation=5-fold cross-validation2026.03 | 75.03 | |
| DenseNet-121Implementation=3D, Validation=5-fold cross-validation2026.03 | 74.9 | |
| DenseNet-169Implementation=3D, Validation=5-fold cross-validation2026.03 | 74.34 | |
| ResNet-200Implementation=3D, Validation=5-fold cross-validation2026.03 | 73.97 | |
| ResNet-152Implementation=3D, Validation=5-fold cross-validation2026.03 | 73.82 | |
| DenseNet-201Implementation=3D, Validation=5-fold cross-validation2026.03 | 72.78 | |
| ResNet-101Implementation=3D, Validation=5-fold cross-validation2026.03 | 71.17 | |
| EfficientNet-B1Implementation=3D, Validation=5-fold cross-validation2026.03 | 71.01 | |
| DenseNet-264Implementation=3D, Validation=5-fold cross-validation2026.03 | 70.37 | |
| EfficientNet-B2Implementation=3D, Validation=5-fold cross-validation2026.03 | 70.24 | |
| EfficientNet-B0Implementation=3D, Validation=5-fold cross-validation2026.03 | 69.1 |