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Named Entity Recognition on OntoNotes

92.1F1-score

BERT-MRC+DSC

-1.08423.10847.371.492Jan 29, 2019Apr 1, 2020Jun 3, 2021Aug 6, 2022Oct 8, 2023Dec 9, 2024Feb 11, 2026
Updated 2d ago

Evaluation Results

MethodLinks
2021.01
92.1---
92.1---
91.391.191.5-
91.3---
2024.11
91.11---
2021.01
91.1---
2022.05
91.1---
90.6690.3191.02-
2023.05
90.590.0390.97-
90.4---
90.2789.6290.92-
2021.01
90.2---
2022.05
90.2---
2023.05
90.0290.1489.95-
2022.05
89.9---
2021.01
89.8---
2021.01
89.8---
2022.05
89.8---
89.78---
2021.01
89.4---
2022.05
89.4---
89.2---
88.8---
2024.11
87.91---
2022.05
87.8---
2022.05
87.8---
2022.05
87.6---
2022.05
87.6---
2024.11
87.55---
2024.11
87.04---
86.8---
86.38686.5-
2024.11
84.31---
2019.01
81.6381.8781.1-
2019.01
79.1678.0180.35-
2019.01
74.8182.0668.74-
73.8876.3571.56-
2019.01
71.8174.3669.43-
2024.06
63.14---
2024.06
62.67---
2024.06
61.85---
2024.06
61.82---
2024.06
61.46---
2024.06
61.15---
2024.06
59.25---
2024.06
58.62---
2024.06
57.88---
2024.06
57.64---
2024.06
57.62---
2024.06
56.63---
2024.06
56.59---
2024.06
55.88---
2024.06
55.2---
2024.06
54.97---
2024.06
54.87---
2024.06
54.81---
2024.06
54.64---
2024.06
53.72---
2024.06
52.27---
2024.06
51.47---
2024.06
51.38---
2024.06
50.83---
2024.06
50.6---
2024.06
48.76---
2024.06
48.69---
2024.06
47.92---
2024.06
46.82---
2024.06
46.34---
2024.06
46.18---
2024.06
45.85---
2024.06
45.71---
2024.06
45.68---
2024.06
45.44---
2024.06
44.82---
2024.06
43.29---
2024.06
43.28---
2024.06
43.07---
2022.05
42.5---
2024.06
42.37---
2024.06
40.61---
2024.06
35.26---
2024.06
33.29---
2024.06
31.55---
2024.06
30.76---
2024.06
27.7---
2026.02
27.3---
2026.02
26.1---
2026.02
22.8---
2024.06
16.37---
2024.06
11.94---
2022.05
2.5---
---92.07
2023.04
---91.11
2023.04
---90.19