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Papers Benchmarks Datasets Tasks

Triangles dataset and benchmarks · SOTA2 Research

Research Datasets

Triangles

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Graph classification

Triangles 45K (T-large)

58.96Accuracy

19

Graph classification

Triangles T-small 45K

99.4Accuracy

19

Distribution-shift evaluation

Triangles

0.985Cosine Similarity

8

Counterfactual Explanation

TRIANGLES (test)

100Validity

7

Graph Counterfactual Explanation

TRIANGLES

100Validity

7

Graph Regression

Triangles MultipleMotif (test)

0.648AUC-ROC

6

Popular tasks

Graph Classification Graph Regression Counterfactual Explanation Graph Counterfactual Explanation Distribution-shift evaluation

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