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Hierarchical Text Classification on DBpedia Depth 3

96.17Micro-F1

HierVerb

Updated 1mo ago

Evaluation Results

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