TCGA lung cancer
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| WSI Classification | TCGA lung cancer dataset (test) | Accuracy96.53 | 67 | |
| Hazard Prediction | TCGA Lung Cancer Hazard | C-Index0.627 | 6 | |
| Relation Prediction | TCGA Lung Cancer REL | Accuracy60.4 | 6 | |
| Cellular Component Prediction | TCGA Lung Cancer CC | Subset Accuracy27.4 | 6 | |
| Biological Process Prediction | TCGA Lung Cancer BP | Subset Acc28.2 | 6 | |
| Slide-level classification | TCGA Lung Cancer dataset | AUC (Slide)0.9702 | 6 | |
| bag-level classification | TCGA-Lung Cancer 1-shot | AUC0.7123 | 5 | |
| bag-level classification | TCGA-Lung Cancer 2-shot | AUC72.45 | 5 | |
| bag-level classification | TCGA-Lung Cancer 4-shot | AUC75.31 | 5 | |
| bag-level classification | TCGA-Lung Cancer 8-shot | AUC0.8059 | 5 | |
| bag-level classification | TCGA-Lung Cancer 16-shot | AUC0.8235 | 5 |
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