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COX2 dataset and benchmarks · SOTA2 Research

Research Datasets

COX2

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Graph Classification

COX2

90.3Accuracy

175

Graph Classification

COX2_MD to COX2 (target)

77.8Accuracy

65

Graph Anomaly Detection

COX2

0.778AUC

33

Graph Classification

COX2-MD

76.33Accuracy

25

Graph Classification

COX2 TU Dataset

80.1Accuracy

20

Graph Classification

COX2 (test)

89.08Accuracy

15

Graph-level anomaly detection

COX2

78.08FPR95

13

Graph Classification

COX2 (10-fold CV)

81.4Accuracy

13

Graph Classification

COX2 50-shot

66.87AUROC

11

Graph Classification

COX2 5-shot

73.19Accuracy

8

Graph Classification

COX2 3-shot

73.86Accuracy

8

Counterfactual Explanation

COX2 (test)

99.36Validity

7

Counterfactual Explanation

COX2

99.36Validity

7

Graph Clustering

COX2

0.595Rand Index

6

Graph-level Anomaly Detection

COX2

86.35AUPRC

3

Popular tasks

Graph Classification Counterfactual Explanation Graph-level Anomaly Detection Graph Anomaly Detection Graph Clustering

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