HiTIN

Reported on 6 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology6 results

Multi-Label ClassificationonRCV1-v2
Macro F1· 2023-05-24
64.37
best: 70.12 (HILL)
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification arXiv:2305.15182
Multi-Label ClassificationonRCV1-v2
Micro F1· 2023-05-24
84.81
best: 87.31 (HILL)
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification arXiv:2305.15182
Multi-Label ClassificationonNew York Times Annotated Corpus
Macro F1· 2023-05-24
61.09
best: 69.96 (HILL)
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification arXiv:2305.15182
Multi-Label ClassificationonNew York Times Annotated Corpus
Micro F1· 2023-05-24
75.13
best: 80.47 (HILL)
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification arXiv:2305.15182
Multi-Label ClassificationonWOS
Macro F1· 2023-05-24
81.11
best: 81.77 (HILL)
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification arXiv:2305.15182
Multi-Label ClassificationonWOS
Micro F1· 2023-05-24
86.66
best: 87.28 (HILL)
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification arXiv:2305.15182