FM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Retrieval | FM (test) | MAP90.2 | 19 | |
| Maximum Common Connected Subgraph (MCCS) Similarity Estimation | FM 20% (test) | MSE0.168 | 18 | |
| Maximum Common Edge Subgraph (MCES) Similarity Estimation | FM 20% (test) | MSE0.16 | 18 | |
| Graph Retrieval | FM 25% (test) | MRR100 | 15 | |
| Graph Retrieval | FM 25% split (test) | MAP90.2 | 13 | |
| Graph Similarity Ranking (MCCS) | FM 20% MCCS ground truth (test) | PairRank0.912 | 9 | |
| Graph Similarity Ranking (MCES) | FM MCES ground truth 20% (test) | PairRank93 | 9 | |
| Clustering | FM | ARI47.4 | 7 | |
| Deep Clustering | FM | SC0.922 | 7 | |
| Backdoor Attack | FM (test) | Runtime (s)0.42 | 4 | |
| Point-level consensus correctness prediction | FM | AUPRC0.758 | 4 |
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