COX2
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Classification | COX2 | Accuracy90.3 | 80 | |
| Graph Classification | COX2_MD to COX2 (target) | Accuracy77.8 | 65 | |
| Graph Classification | COX2-MD | Accuracy76.33 | 25 | |
| Graph Classification | COX2 TU Dataset | Accuracy80.1 | 20 | |
| Graph Anomaly Detection | COX2 | AUC0.7778 | 20 | |
| Graph Classification | COX2 (test) | Accuracy89.08 | 15 | |
| Graph Classification | COX2 50-shot | AUROC66.87 | 11 | |
| Counterfactual Explanation | COX2 (test) | Validity99.36 | 7 | |
| Counterfactual Explanation | COX2 | Validity99.36 | 7 | |
| Graph Clustering | COX2 | Rand Index0.5948 | 6 |
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