Hierarchy Expansion on ACE benchmark leaderboard · SOTA2 Research

Hierarchy Expansion on ACE

55Taxonomy PrecisionConceptE

Evaluation Results

Method	Links
ConceptE2026.06		55	47.83	51.16
HALTON2026.06		44.44	44.92	44.68
ConceptE2026.06		43.48	43.48	43.48
LLMs_Prompt2026.06		42.85	43.47	43.16
HALTON2026.06		37	39.13	38.04
TABS+GE2026.06		34.31	30.43	32.25
ETYPECLUS+GE2026.06		34.14	33.33	33.73
LLMs_Prompt2026.06		34.09	34.78	34.43
TABS+GE2026.06		33.33	37.68	35.37
Type_Similarity2026.06		33.33	40.37	36.51
Type_Similarity2026.06		31.79	40.58	35.65
ETYPECLUS+GE2026.06		30.7	23.46	26.59
SS-VQ-VAE+GE2026.06		9.52	13.04	11.01
SS-VQ-VAE+GE2026.06		9.12	10.14	9.6