BENZENE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Interpretable Graph Classification | BENZENE | AUC0.9381 | 24 | |
| Functional Group Detection | BENZENE | Fidelity-0.019 | 14 | |
| Graph Classification | Benzene MultipleMotif (test) | AUC-ROC86.1 | 9 | |
| Distribution-shift Evaluation | Benzene | Cosine Similarity0.941 | 8 | |
| Interpretability Evaluation | Benzene | AUC83.6 | 7 | |
| Graph Explanation | Benzene | FID+0.211 | 6 | |
| Attribution Correctness | Benzene small graphs (n <= 20) | O1 Score99.79 | 2 |
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