Named Entity Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
90.24F1 Score
36
Apr 20, 2026
88.72F1 Score
36
Feb 26, 2026
95.74Micro F1
36
Feb 26, 2026
92.7F1 Score (AVG)
35
Jun 18, 2026
78.04Movie Entity Score
35
Apr 8, 2026
81.39F1 Score
34
Feb 26, 2026
89.71F1 Score
34
Feb 26, 2026
83.8Macro F1 (span-level)
32
May 13, 2026
57.05Micro-F1
30
Feb 26, 2026
89.24F1 Score
29
Apr 8, 2026
96.01F1 Score
29
Feb 26, 2026
96.65F1 Score
28
Feb 26, 2026
67.6F1 Score
27
Feb 26, 2026
72.66F1 Score
27
Feb 26, 2026
87Strict F1
26
Feb 26, 2026
85.6Strict F1
26
Feb 26, 2026
90.9Strict Micro F1
26
Feb 26, 2026
75Accuracy
26
Feb 26, 2026
57.4Accuracy
26
Feb 26, 2026
0.793Accuracy
26
Feb 26, 2026
67.58Micro F1
26
Feb 26, 2026
69.69Micro-F1
26
Feb 26, 2026
52.46Micro F1
26
Feb 26, 2026
0.582Micro F1 Score
26
Feb 26, 2026
45.2I2B2 Score
26
Feb 26, 2026