HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification

Benchmark Model Rank Results
hierarchical-multi-label-classification-on-new-york-times-annotated-corpusHiTIN+BERT#6Macro F1: 69.31Micro F1: 79.65
hierarchical-multi-label-classification-on-new-york-times-annotated-corpusHiTIN#7Macro F1: 61.09Micro F1: 75.13
hierarchical-multi-label-classification-on-rcv1-v2HiTIN+BERT#6Macro F1: 69.95Micro F1: 86.71
hierarchical-multi-label-classification-on-rcv1-v2HiTIN#7Macro F1: 64.37Micro F1: 84.81
hierarchical-multi-label-classification-on-wosHiTIN+BERT#2Macro F1: 81.57Micro F1: 87.19
hierarchical-multi-label-classification-on-wosHiTIN#3Macro F1: 81.11Micro F1: 86.66