Named Entity Recognition on Universal NER Benchmark (20 datasets) (test) benchmark leaderboard · SOTA2 Research

Named Entity Recognition on Universal NER Benchmark (20 datasets) (test)

87.3ACE05 F1BERT-base

Evaluation Results

Method	Links
BERT-base2023.08		87.3	85.82	80.9	86.72	85.28	58.61	92.4	64.2	87.13	73.3	82.26	88.78	81.02	91.25	80.2	91.11	75.65	56.49	70.6	82.78	80.09
UniNER2023.08		86.69	88.65	82.42	89.21	89.34	81.25	93.3	81.87	98.3	77.54	74.21	90.17	82.35	93.73	86.96	89.91	65.67	65.77	84.91	93.28	84.78
InstructUIE2023.08		79.94	88.52	80.69	87.62	89.02	80.27	91.53	78.38	87.56	75.71	74.69	89.58	82.59	90.26	86.21	88.64	53.31	65.95	64.47	88.27	81.16