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TREE-CYCLES dataset and benchmarks · SOTA2 Research

Research Datasets

TREE-CYCLES

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Graph Explanation

TREE-CYCLES

100Explanation Accuracy

20

Performance of counterfactual explanations

TREE-CYCLES

18Misclass Rate

10

Counterfactual Explanation

Tree-Cycles

90.3Precision

8

Graph Explanation

TREE-CYCLES synthetic (test)

0.993Edge AUC

8

Graph Explanation Generation

TREE-CYCLES

0.5Explanation Time (ms)

4

Popular tasks

Graph Explanation Counterfactual Explanation Graph Explanation Generation Performance of counterfactual explanations

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