Named Entity Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
89.52F1 Score
55
Feb 26, 2026
96.72F1 Score
52
Feb 26, 2026
96.1Entity F1
50
Apr 21, 2026
70.5Overall Score
50
Feb 26, 2026
67.98Entity F1
49
Apr 14, 2026
0.584F1 Score
48
Feb 26, 2026
88.75Entity F1
48
Apr 20, 2026
67.94F1 Score
47
Feb 26, 2026
88Entity F1
45
Apr 20, 2026
52.36A_T
44
Feb 26, 2026
62.23A_T Score
44
Feb 26, 2026
82.71F1 Score
43
May 13, 2026
90.9Entity F1
42
Apr 20, 2026
0.835Entity F1
42
Apr 20, 2026
56.82Accuracy
40
Jun 2, 2026
58.75Accuracy
40
Jun 2, 2026
79.5Soft F1
40
Feb 26, 2026
75.5Hard F1 Score
40
Feb 26, 2026
93.7F1 Score
40
May 14, 2026
90.08Precision
40
Feb 26, 2026
97.21F1 Score
40
Feb 26, 2026
94.39F1 Score
39
Apr 20, 2026
60.69F1 Score
38
Apr 23, 2026
90.48F1 Score
37
Apr 14, 2026
84.5F1 Score
36
Feb 26, 2026