Named Entity Recognition
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
90.94F1 Score
7
Feb 26, 2026
89.6Entity micro-F1
7
Feb 26, 2026
86.1F1 Score
7
Feb 26, 2026
89.4F1 Score
7
Feb 26, 2026
90.3F1 Score
7
Feb 26, 2026
70.09Precision
7
Feb 26, 2026
84.86F1 Score
7
Feb 26, 2026
79.04F1 Score
6
Jun 23, 2026
83.07F1 Score
6
Jun 23, 2026
93.11F1 Score
6
Jun 23, 2026
76.55F1 Score
6
Jun 23, 2026
96.5Precision
6
Jun 18, 2026
29.9F1 Score
6
May 29, 2026
86.5Coarse F1
6
May 18, 2026
90.6Coarse F1 Score
6
May 18, 2026
85.9F1 Score (en)
6
May 18, 2026
75.7Micro F1
6
May 11, 2026
89.3F1 Score
6
Apr 8, 2026
93.63Mention-level F1
6
Mar 19, 2026
42.29Mention-level F1 Score
6
Mar 19, 2026
32.58Mention-level F1
6
Mar 19, 2026
76.36Mention-level F1
6
Mar 19, 2026
62.05Mention-level F1
6
Mar 19, 2026
75.3Mention-level F1 Score
6
Mar 19, 2026
50.16Mention-level F1 Score
6
Mar 19, 2026