Named Entity Recognition
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
45.97Avg F1
4
Feb 26, 2026
41.6Avg F1
4
Feb 26, 2026
68.73Average F1
4
Feb 26, 2026
67.45Average F1
4
Feb 26, 2026
89.57Average F1
4
Feb 26, 2026
81.54Average F1
4
Feb 26, 2026
0.908Avg F1
4
Feb 26, 2026
80.8Precision
4
Feb 26, 2026
88.32Mention-level F1
4
Feb 26, 2026
93.49Mention-level F1
4
Feb 26, 2026
93.74Mention-level F1
4
Feb 26, 2026
89.13Micro-F1 (excl O)
4
Feb 26, 2026
81.29Micro F1 (Excl O)
4
Feb 26, 2026
80.91Micro-F1 (excl. O)
4
Feb 26, 2026
88.27Micro-F1 (excl. O)
4
Feb 26, 2026
93.72Micro F1 (excl O)
4
Feb 26, 2026
89.73Micro F1 (excl O)
4
Feb 26, 2026
89.13Micro F1 (Excl. O)
4
Feb 26, 2026
96Precision
4
Feb 26, 2026
80Entity Micro F1
4
Feb 26, 2026
93.78Mention-level F1
4
Feb 26, 2026
53.2F1 Score
4
Feb 26, 2026
69.7F1 Score
4
Feb 26, 2026
51.8F1 Score
4
Feb 26, 2026
65.8F1 Score
4
Feb 26, 2026