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COX dataset and benchmarks · SOTA2 Research

Research Datasets

COX

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Maximum Common Connected Subgraph (MCCS) Similarity Estimation

COX 20% (test)

0.153MSE

18

Maximum Common Edge Subgraph (MCES) Similarity Estimation

COX 20% (test)

0.132MSE

18

Graph Similarity Ranking (MCCS)

COX MCCS ground truth (20% test)

0.916PairRank

9

Graph Similarity Ranking (MCES)

COX MCES ground truth 20% (test)

0.938PairRank

9

Causal Estimation

Cox synthetic dataset

1MAE (rank)

5

Popular tasks

Maximum Common Edge Subgraph (MCES) Similarity Estimation Maximum Common Connected Subgraph (MCCS) Similarity Estimation Graph Similarity Ranking (MCES)Graph Similarity Ranking (MCCS)Causal Estimation

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