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Benchmarks
Link Prediction on PPI 5 (test)
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77.19
AUC
node2vec
48.0804
55.6377
63.195
70.7523
Jul 3, 2016
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
node2vec
Binary operator=Hadamard
2016.07
77.19
node2vec
Binary operator=Average
2016.07
75.43
DeepWalk
Binary operator=Hadamard
2016.07
74.41
LINE
Binary operator=Hadamard
2016.07
72.49
Common Neighbors
2016.07
71.42
Adamic-Adar
2016.07
71.26
LINE
Binary operator=Weight...
2016.07
71.06
LINE
Binary operator=Weight...
2016.07
70.24
Jaccard's Coefficient
2016.07
70.18
DeepWalk
Binary operator=Average
2016.07
69.23
Pref. Attachment
2016.07
66.7
Spectral Clustering
Binary operator=Average
2016.07
65.88
Spectral Clustering
Binary operator=Weight...
2016.07
63.56
LINE
Binary operator=Average
2016.07
63.3
node2vec
Binary operator=Weight...
2016.07
62.92
node2vec
Binary operator=Weight...
2016.07
62.36
DeepWalk
Binary operator=Weight...
2016.07
61.18
DeepWalk
Binary operator=Weight...
2016.07
60.26
Spectral Clustering
Binary operator=Weight...
2016.07
60.26
Spectral Clustering
Binary operator=Hadamard
2016.07
49.2
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