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WebKB

Benchmarks

Task NameDataset NameSOTA ResultTrend
Node ClassificationWebKB university split Concept shift
OOD Test Accuracy38.53
30
Node ClassificationWebKB university split Covariate shift
OOD Test Accuracy40.48
30
Multi-view ClassificationWebKB
Accuracy88.29
16
Node ClassificationWebKB Wisconsin (train-val-test)
Accuracy0.894
12
Node ClassificationWebKB Texas (train-val-test)
Accuracy88.9
12
Semi-supervised classificationWebKB
Accuracy91.8
10
Multi-view ClusteringWebKB
Accuracy (ACC)95.15
9
Node classificationWebKB Cornell fixed 10-split
Accuracy86.22
8
Node classificationWebKB Wisconsin (fixed 10-split)
Accuracy87.65
8
Node classificationWebKB Texas fixed 10-split
Accuracy85.14
8
ClusteringWEBKB4
Purity0.43
6
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