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Hierarchical Text Classification on DBpedia Depth 3

93.34Macro-F1

HPT

Updated 16d ago

Evaluation Results

Method	Links
HPT 2023.05		93.34	96.13	96.21	93.45
HierVerb 2023.05		93.28	96.17	96.21	93.49
HierVerb 2023.05		92.44	95.69	95.7	92.51
HPT 2023.05		92.35	95.49	95.57	92.52
HierVerb 2023.05		90.77	94.75	95.13	91.43
HPT 2023.05		90.09	94.34	94.83	91.12
HGCLR 2023.05		89.41	95.49	95.63	89.71
KG-HTC 2025.05		89.4	-	-	-
BERT (Vanilla FT) 2023.05		89.16	95.31	95.37	89.35
HierVerb 2023.05		88.96	93.71	93.87	89.02
HGCLR 2023.05		88.04	94.7	94.94	88.61
BERT (Vanilla FT) 2023.05		87.63	94.39	94.57	87.78
HierVerb 2023.05		85.32	91.81	91.95	85.44
HGCLR 2023.05		84.74	93.14	93.22	85.11
BERT (Vanilla FT) 2023.05		84.63	92.94	93.38	85.47
HPT 2023.05		81.12	90.32	91.11	82.42
HGCLR 2023.05		71.46	87.79	88.42	71.78
BERT (Vanilla FT) 2023.05		69.05	87.02	88.2	73.28
GPT-3.5-turbo 2025.05		67.2	-	-	-
HiLA 2025.05		62.9	-	-	-
Z-STC 2025.05		62.8	-	-	-
HPT 2023.05		31.01	72.52	73.47	32.5
BERT (Vanilla FT) 2023.05		0.29	14.43	24.27	0.32
HGCLR 2023.05		0.28	15.73	25.13	0.31