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ResearchFormerly WizWand

Subgraph Alignment

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

LEAMR 1.0 (test)

Guided Cross-Attention

94.39Exact Alignment Precision

13

Feb 26, 2026

Enzymes 40% subgraph

48.11Matching Accuracy

10

Feb 26, 2026

Proteins 40% subgraph

38.94Matching Accuracy

10

Feb 26, 2026

Synthetic 40% subgraph

90.79Matching Accuracy

10

Feb 26, 2026

Douban Online-Offline

75.58Hit@1

10

Feb 26, 2026

Enzymes 50% subgraph

63.43Accuracy

10

Feb 26, 2026

Proteins-2 subgraph vs subgraph, 90% overlap

69.38Accuracy

10

Feb 26, 2026

Proteins subgraph and entire graph 1

0.533Accuracy

10

Feb 26, 2026

Synthetic 50% subgraph

94.44Accuracy

10

Feb 26, 2026

Enzymes 20% subgraph

25.39Accuracy

10

Feb 26, 2026

Proteins 20% subgraph

23.51Accuracy (20% Subgraph)

10

Feb 26, 2026

Synthetic (20% subgraph)

11.58Accuracy

10

Feb 26, 2026

Enzymes (30% subgraph)

37.12Accuracy

10

Feb 26, 2026

Proteins (30% subgraph)

30.17Accuracy

10

Feb 26, 2026

Synthetic 30% subgraph

52.35Accuracy

10

Feb 26, 2026