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BA-MOTIFS dataset and benchmarks · SOTA2 Research

Research Datasets

BA-MOTIFS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Interpretable Graph Classification

BA-2MOTIFS

99.88AUC

12

Graph Classification

BA-2motifs

100Accuracy

11

Graph Counterfactual Explanation

BA-3Motifs 3Classes

100Validity

10

Graph Counterfactual Explanations

BA-4Motifs

1Average Minimality Score

10

Graph Counterfactual Explanations

BA-3Motifs

1Avg Minimality Score

10

Graph Counterfactual Explanation

BA-4Motifs

0.005Avg Inference Time per Graph (s)

7

Graph Counterfactual Explanation

BA-3Motifs

0.019Average Inference Time per Graph (s)

7

Counterfactual Explanations

BA-4Motifs

97.9ECaN

6

Counterfactual Explanations

BA-2Motifs-3C

97.3ECaN

6

Popular tasks

Graph Counterfactual Explanation Counterfactual Explanations Graph Counterfactual Explanations Graph Classification Interpretable Graph Classification

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