Tree
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph property detection | Tree Huge synthetic (test) | F1 Score95 | 17 | |
| Graph property detection | Tree Large synthetic (test) | F1 Score97 | 17 | |
| Graph property detection | Tree Small synthetic (test) | F1 Score98 | 17 | |
| Unsupervised Ensemble Learning | Tree3k | Accuracy95.67 | 13 | |
| Latent Hierarchical Causal Structure Discovery | Tree Uniform noise | Performance Score89 | 12 | |
| Clustering | Tree | Homogeneity78.4 | 5 | |
| Distance matrix comparison | Tree (test) | Pearson Correlation0.822 | 4 | |
| Graph Generation | Tree | A.Ratio2.1 | 3 |
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