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Hierarchical Text Classification research benchmarks – Page 2 · SOTA2 Research

Hierarchical Text Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dbpedia Level 2

79.6F1-macro

4

May 18, 2026

Dbpedia Level 1

88.3Macro F1

4

May 18, 2026

75.6Macro F1

4

May 18, 2026

Web-of-Science (WOS) Depth 2

0.63Macro-F1

4

May 18, 2026

79.3Micro-F1

4

Feb 26, 2026

WeSHClass + JoSH

41.2Macro F1 Score

4

Feb 26, 2026

WOS few-shot bert-large-uncased

—

—Micro-F1

0

Feb 26, 2026

WOS full-shot bert-base-uncased

—

—Micro-F1

0

Feb 26, 2026

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WOS RCV1 Amazon DBPedia NYT

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