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Coauthor Physics

Benchmarks

Task NameDataset NameSOTA ResultTrend
Node ClassificationCoauthor Physics (transductive)
Accuracy93.6
12
Node ClassificationCoauthor Physics tail nodes
Accuracy94.07
8
Node ClassificationCoauthor Physics head nodes
Accuracy97.7
8
Ownership VerificationCoauthor-Physics (test)
Accuracy98.24
7
Node ClassificationCoauthor Physics semi-supervised inductive
Accuracy93.2
7
Node ClassificationCoauthor Physics (semi-supervised transductive)
Accuracy93.42
7
Node ClassificationCoauthor Physics full-supervised transductive
Accuracy97.05
7
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