Scalable Graph Neural Networks for Heterogeneous Graphs

Benchmark Model Rank Results
heterogeneous-node-classification-on-acmNARS#4Macro-F1: 93.36Micro-F1: 93.31
heterogeneous-node-classification-on-dblp-2NARS#3Macro-F1: 94.18Micro-F1: 94.61
heterogeneous-node-classification-on-freebaseNARS#2Macro-F1: 49.98Micro-F1: 63.26
heterogeneous-node-classification-on-imdbNARS#4Macro-F1: 63.51Micro-F1: 66.18
heterogeneous-node-classification-on-oagNARS#2NDCG: 52.28MRR: 34.38
heterogeneous-node-classification-on-oag-l1NARS#2NDCG: 86.06MRR: 85.15
node-property-prediction-on-ogbn-magNARS#18Test Accuracy: 0.5240 ± 0.0016Ext. data: No