NSCLC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| WSI Classification | NSCLC | Accuracy93 | 53 | |
| Histopathology image classification | NSCLC (test) | AUROC (Test)96 | 22 | |
| Survival Prediction | NSCLC natural missingness patterns (5-fold CV) | C-ix0.733 | 18 | |
| Cancer Subtyping | NSCLC-2 | AUC95.9 | 18 | |
| Tissue subtyping | NSCLC C=2 | AUROC94.86 | 16 | |
| Classification | NSCLC (test) | AUPRC96.3 | 16 | |
| WSI Classification | NSCLC LUAD/LUSC (CPTAC external) | AUC0.845 | 13 | |
| WSI Classification | NSCLC LUAD/LUSC (TCGA internal) | AUC97.6 | 13 | |
| Classification | NSCLC 47 | AUC0.9551 | 10 | |
| WSI Classification | NSCLC RCC transfer (test) | AUC95.5 | 10 | |
| Overall Survival prediction | NSCLC (test) | AUC (0.5)0.773 | 9 | |
| Tissue Subtype Classification | NSCLC IND (test) | AUC98.4 | 8 | |
| Pathological Response Prediction | NSCLC | Accuracy73.33 | 7 | |
| Disease subtype prediction | NSCLC | Accuracy80.7 | 6 |
Showing 14 of 14 rows