Learning on Large-scale Text-attributed Graphs via Variational Inference

Benchmark Model Rank Results
node-property-prediction-on-ogbn-arxivGLEM+RevGAT#6Test Accuracy: 0.7694 ± 0.0025Ext. data: Yes
node-property-prediction-on-ogbn-papers100mGLEM+GIANT+GAMLP#1Test Accuracy: 0.7037 ± 0.0002Ext. data: Yes
node-property-prediction-on-ogbn-productsGLEM+EnGCN#1Test Accuracy: 0.9014 ± 0.0012Ext. data: Yes
node-property-prediction-on-ogbn-productsGLEM+GIANT+SAGN+SCR#3Test Accuracy: 0.8737 ± 0.0006Ext. data: Yes