TCGA-RCC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Whole Slide Image Classification | TCGA-RCC (test) | AUC98.82 | 54 | |
| Pathological image classification | TCGA-RCC 16-shot | AUC92.6 | 13 | |
| Renal Cell Carcinoma Subtyping | TCGA-RCC | Balanced Accuracy92.28 | 11 | |
| Slide-Level Subtyping | TCGA-RCC (100% train) | Macro-averaged AUC0.98 | 9 | |
| Slide-Level Subtyping | TCGA-RCC 25% (train) | Macro AUC0.974 | 9 | |
| Cancer Subtyping | TCGA-RCC ($N_{IND}=6$, IND) | AUC98 | 7 | |
| Cancer Subtyping | TCGA-RCC $N_{IND}=6$ OOD | AUC0.979 | 7 | |
| Cancer Subtyping | TCGA-RCC IND | AUC99.7 | 7 | |
| Cancer Subtyping | TCGA-RCC $N_{IND}=3$, OOD | AUC0.983 | 7 |
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