Nested and Overlapping Entity Extraction on ACE 2005 (test) benchmark leaderboard · SOTA2 Research

Nested and Overlapping Entity Extraction on ACE 2005 (test)

93.47Accuracystructure-aware decoding

Evaluation Results

Method	Links
structure-aware decoding2025.12		93.47	90.92	89.76	90.33
MEGCF2025.12		91.23	88.54	87.16	87.84
Gpt-ner2025.12		90.11	87.73	86.29	87
FabNER2025.12		89.02	86.38	85.47	85.92
UniRE2025.12		88.29	85.17	84.63	84.9
FiNER2025.12		87.14	84.55	82.21	83.36
PRCG2025.12		85.72	82.96	80.43	81.68