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PENN

Benchmarks

Task NameDataset NameSOTA ResultTrend
Node classificationPenn94 50/25/25 (test)
Accuracy84.71
44
Node Classificationpenn94 (test)
Accuracy85.6
39
Node classificationPenn 94
Accuracy86.4
33
Open Information ExtractionPENN
F1 Score88.5
18
ClassificationPenn
F1 Score67.53
5
Node classificationPenn94 Non-Homophilous Graph Benchmarks (test)
Accuracy84.71
5
Graph LearningPENN 94
Learning Time (s)17.2
3
Node ClassificationPenn
ASR96.71
3
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