Named Entity Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
98.31F1 Score
556
Jun 4, 2026
78.1F1 Score
140
Jun 18, 2026
94.6F1 Score
135
Feb 26, 2026
92.1F1-score
121
Apr 20, 2026
93.5F1 Score
102
May 21, 2026
95.9F1 Score
98
Feb 26, 2026
68.72F1 Score
91
Apr 23, 2026
92.1F1 Score
90
Apr 23, 2026
91.74F1 Score
90
Jun 4, 2026
95.7F1 Score
87
Feb 26, 2026
96.77F1 Score
86
Feb 27, 2026
94.73Macro F1 (span-level)
80
Feb 26, 2026
83.8F1 Score
78
Jun 18, 2026
88.34F1 Score
78
Feb 26, 2026
89.1F1 Score
73
Jun 18, 2026
90.8Entity F1
71
Apr 20, 2026
95.25F1 Score
68
Feb 26, 2026
96.24F1 Score
63
Feb 26, 2026
60.98F1 Score
63
Feb 26, 2026
84.78Average F1
62
Feb 26, 2026
86.2German F1 Score
59
Feb 26, 2026
75.8AI Score
59
May 18, 2026
75.67Average Accuracy
58
Feb 26, 2026
89.9F1 Score
58
Feb 26, 2026
82.1Micro-F1
57
Apr 23, 2026