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BENZENE dataset and benchmarks · SOTA2 Research

Research Datasets

BENZENE

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Interpretable Graph Classification

BENZENE

0.938AUC

24

Functional Group Detection

BENZENE

0.019Fidelity-

14

Graph Classification

Benzene MultipleMotif (test)

86.1AUC-ROC

9

Distribution-shift Evaluation

Benzene

0.941Cosine Similarity

8

Interpretability Evaluation

Benzene

83.6AUC

7

Graph Explanation

Benzene

0.211FID+

6

Attribution Correctness

Benzene small graphs (n <= 20)

99.79O1 Score

2

Popular tasks

Graph Classification Graph Explanation Interpretability Evaluation Functional Group Detection Interpretable Graph Classification

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