Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning

Benchmark Model Rank Results
link-property-prediction-on-ogbl-collabSEAL-nofeat (val as input)#7Test Hits@50: 0.6474 ± 0.0043Ext. data: No…
link-property-prediction-on-ogbl-collabSEAL-nofeat#8Test Hits@50: 0.5471 ± 0.0049Ext. data: No…
link-property-prediction-on-ogbl-citation2SEAL#8Ext. data: NoTest MRR: 0.8767 ± 0.0032Validation MRR: 0.8757 ± 0.0031…
link-property-prediction-on-ogbl-ppaSEAL#9Ext. data: NoTest Hits@100: 0.4880 ± 0.0316…
link-property-prediction-on-ogbl-ddiSEAL#16Ext. data: NoTest Hits@20: 0.3056 ± 0.0386…