| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Pathological image classification | TCGA-Lung 16-shot | AUC74.7 | 13 | |
| Cancer typing | TCGA-LUNG (4-fold cross-validation) | Accuracy84.02 | 10 | |
| Genetic Mutation Prediction | TCGA Lung n = 461 (test) | AUC0.72 | 10 | |
| Genetic Mutation Prediction | TCGA Lung folds 1-4 (test) | TP53 AUC0.72 | 2 |