IDH Mutation Status Classification on glioma dataset (5-fold CV test)
94.2AUCVariViT-GA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VariViT-GAInput Handling=Variable-size2026.02 | 94.2 | 75.5 | 0.709 | 1.502 | |
| 3D Pix2StructInput Handling=Variable-size2026.02 | 94 | 74.2 | 0.686 | 1.631 | |
| VariViT-CBSInput Handling=Variable-size2026.02 | 93.7 | 71.8 | 0.653 | 1.292 | |
| 3D ResNet-18Input Handling=Fixed-size2026.02 | 92.8 | 71.6 | 0.654 | 1.783 | |
| 3D Vanilla-ViTInput Handling=Fixed-size2026.02 | 92.7 | 74.4 | 0.679 | 1.785 |