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CoraML dataset and benchmarks · SOTA2 Research

Research Datasets

CoraML

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Out-of-Distribution Detection

CoraML

1Rank

24

Node classification

CoraML

81.83Accuracy

21

O.O.D. detection

CoraML (LoC)

82.1AUC-PR (Aleatoric)

12

Graph Calibration

CoraML

0.018ECE

5

Node Classification

CoraML (test)

90.1Coverage

4

Out-of-Distribution Detection

CoraML (Far-Features)

85AUC-ROC (Aleatoric)

2

Out-of-Distribution Detection

CoraML (Local Class (LoC))

86.3AUC-ROC (Aleatoric)

2

Popular tasks

Out-of-Distribution Detection Node Classification O.O.D. detection Graph Calibration

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