BA-2MOTIFS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Counterfactual Explanations | BA-2Motifs | Avg Minimality Score100 | 16 | |
| Graph Interpretation | BA-2MOTIFS | AUC99.83 | 12 | |
| Motif Proximity Evaluation | BA-2Motifs-3Classes | Motif Proximity Score90 | 10 | |
| Motif Proximity Evaluation | BA-2Motifs | Motif Proximity Score90 | 10 | |
| Graph Classification | BA-2motifs SingleMotif (test) | AUC-ROC0.971 | 9 | |
| Graph Counterfactual Explanation | BA-2Motifs 3Class | Avg Inference Time per Graph (s)0.009 | 7 | |
| Graph Counterfactual Explanation | BA-2Motifs | Average Inference Time per Graph (s)0.029 | 7 | |
| Graph Explanation Accuracy | BA-2motifs | A1 Accuracy51 | 7 | |
| Explanation Accuracy | BA-2motifs (test) | Explanation Accuracy A151 | 5 | |
| Execution Time Analysis | BA-2motifs | Execution Time (s)0.42 | 4 | |
| Structural Explanation | BA-2motifs | Precision96.25 | 4 | |
| Graph Interpretation | BA-2MOTIFS (test) | ROC AUC0.9874 | 4 |
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