MM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Maximum Common Connected Subgraph (MCCS) Similarity Estimation | MM 20% (test) | MSE0.168 | 18 | |
| Maximum Common Edge Subgraph (MCES) Similarity Estimation | MM 20% (test) | MSE0.154 | 18 | |
| Graph Retrieval | MM (test) | MAP90.2 | 17 | |
| Graph Retrieval | MM 25% (test) | MRR1 | 15 | |
| Graph Retrieval | MM 25% split (test) | MAP90.2 | 13 | |
| Clustering | MM | Clustering Accuracy (CA)83.7 | 10 | |
| Graph Similarity Ranking (MCCS) | MM 20% MCCS ground truth (test) | PairRank0.904 | 9 | |
| Graph Similarity Ranking (MCES) | MM MCES ground truth 20% (test) | Pair Rank0.925 | 9 | |
| Causal Discovery | MM 50 Nodes | Accuracy98.02 | 3 | |
| Causal Discovery | MM 25 Nodes | Accuracy96.14 | 3 | |
| Causal Discovery | MM 11 Nodes | Accuracy85.12 | 3 |
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