Binary epithelial cell classification on TILE-Graphs (3-fold cross-validation)
83.6Balanced AccDIFFormer
Evaluation results
| Method | Links | |
|---|---|---|
| DIFFormervalidation_strategy=3-fold cross-validation2026.02 | 83.6 | |
| CellViT256validation_strategy=3-fold cross-validation2026.02 | 78.1 | |
| NodeFormervalidation_strategy=3-fold cross-validation2026.02 | 69.4 | |
| SGCMLPvalidation_strategy=3-fold cross-validation2026.02 | 66.4 | |
| SIGNvalidation_strategy=3-fold cross-validation2026.02 | 66.3 | |
| SGCvalidation_strategy=3-fold cross-validation2026.02 | 63.8 | |
| GCNvalidation_strategy=3-fold cross-validation2026.02 | 61.9 | |
| GATvalidation_strategy=3-fold cross-validation2026.02 | 61.6 | |
| SGFormervalidation_strategy=3-fold cross-validation2026.02 | 61 |