Cancer
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Data Imputation | Cancer | Accuracy73.51 | 28 | |
| Bayesian network structure discovery | Cancer | SHD0 | 24 | |
| Clustering | Cancer | ARI73 | 15 | |
| Node Classification | Cancer (test) | Accuracy94.4 | 13 | |
| Regression | Cancer Dataset | MSE1.25 | 10 | |
| Regression | Cancer (test) | MSE-6 | 10 | |
| Hierarchical Agglomerative Clustering | cancer | ARI56.1 | 10 | |
| Binary Classification | CANCER | Accuracy70.2 | 9 | |
| Causal Discovery | Cancer (d=5, |E|=4) small-scale (test) | Precision1 | 8 | |
| Classification | Cancer | Accuracy96.6 | 7 | |
| Bayesian Inference | Cancer 31D | ELBO39.54 | 6 | |
| Scan-level report labelling | Cancer (test) | Balanced Accuracy100 | 6 | |
| Skeleton Estimation | cancer | F1 Score1 | 4 | |
| Causal Discovery | Cancer | Precision89 | 4 | |
| Topic Classification | Cancer | Accuracy96.8 | 2 | |
| Graph Classification | CANCER (test) | Accuracy95.7 | 2 |
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