Heterogeneous Graph Transformer

Benchmark Model Rank Results
heterogeneous-node-classification-on-acmHGT#8Macro-F1: 91.12Micro-F1: 91.00
heterogeneous-node-classification-on-dblp-2HGT#6Macro-F1: 93.01Micro-F1: 93.49
heterogeneous-node-classification-on-freebaseHGT#6Macro-F1: 29.28Micro-F1: 60.51
heterogeneous-node-classification-on-imdbHGT#5Macro-F1: 63.00Micro-F1: 67.20
heterogeneous-node-classification-on-oagHGT#4NDCG: 47.31MRR: 29.82
heterogeneous-node-classification-on-oag-l1HGT#5NDCG: 84.13MRR: 82.16
node-property-prediction-on-ogbn-magHGT (TransE embs)#23Test Accuracy: 0.4982 ± 0.0013Ext. data: No
node-property-prediction-on-ogbn-magHGT (LADIES Sample)#25Test Accuracy: 0.4927 ± 0.0061Ext. data: No