Brain Tumor Classification on Glioma dataset primary vs. secondary brain tumor (test)
95.7AUC3D Vanilla-ViT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| 3D Vanilla-ViTInput Strategy=Fixed, Training Time (hours)=1.722026.02 | 95.7 | 75.2 | 0.696 | |
| VariViT-GAInput Strategy=Variable, Training Time (hours)=1.5072026.02 | 95.4 | 76.3 | 0.706 | |
| 3D ResNet-18Input Strategy=Fixed, Training Time (hours)=1.8042026.02 | 94.8 | 74.5 | 0.694 | |
| VariViT-CBSInput Strategy=Variable, Training Time (hours)=1.22026.02 | 94.7 | 74.6 | 0.686 | |
| 3D Pix2StructInput Strategy=Variable, Training Time (hours)=1.622026.02 | 94.5 | 72 | 0.663 |