Named Entity Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
52.21Macro F1 Score
4
Mar 27, 2026
49.95Macro-F1
4
Mar 27, 2026
41.13Macro-F1
4
Mar 27, 2026
56Micro-F1
4
Feb 27, 2026
0.98Micro-F1
4
Feb 26, 2026
95.8Micro-F1
4
Feb 26, 2026
99.4Coverage
4
Feb 26, 2026
98.3Coverage
4
Feb 26, 2026
98.5Coverage
4
Feb 26, 2026
59.58F1 Score
4
Feb 26, 2026
96.05F1 Score
4
Feb 26, 2026
81.5F1 Score
4
Feb 26, 2026
43NER
4
Feb 26, 2026
60F1 Score
4
Feb 26, 2026
0.769BFW Score
4
Feb 26, 2026
38.7F1 Score
4
Feb 26, 2026
59.9F1 Score
4
Feb 26, 2026
33.5F1 Score
4
Feb 26, 2026
61.24Micro-F1
4
Feb 27, 2026
63Micro-F1
4
Feb 27, 2026
74.43Entity-level F1
4
Feb 26, 2026
70.16Precision
4
Feb 26, 2026
92.9F1 Score
4
Feb 26, 2026
94.8F1 Score
4
Feb 26, 2026
89.92F1 Score
4
Feb 26, 2026