Link Prediction on Last.fm (test)
98.91AUCMAGNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAGNNLearning Paradigm=Semi-supervised2020.02 | 98.91 | 98.93 | |
| HANLearning Paradigm=Semi-supervised2020.02 | 93.4 | 92.44 | |
| GATLearning Paradigm=Semi-supervised2020.02 | 92.36 | 91.55 | |
| metapath2vecLearning Paradigm=Unsupervised2020.02 | 92.2 | 90.11 | |
| HERecLearning Paradigm=Semi-supervised2020.02 | 91.52 | 89.47 | |
| GCNLearning Paradigm=Semi-supervised2020.02 | 90.97 | 91.65 | |
| GATNELearning Paradigm=Semi-supervised2020.02 | 89.21 | 88.86 | |
| LINELearning Paradigm=Unsupervised2020.02 | 85.76 | 88.07 | |
| ESimLearning Paradigm=Unsupervised2020.02 | 82 | 82.19 | |
| node2vecLearning Paradigm=Unsupervised2020.02 | 67.14 | 64.11 |