Named Entity Recognition
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
95.32F1 Score
10
Feb 26, 2026
61.77F1 Score
10
Feb 26, 2026
0.851F1 Score
10
Feb 26, 2026
73.1F1 Score
10
Feb 26, 2026
80.86F1 Score
10
Feb 26, 2026
78.36F1 Score
10
Feb 26, 2026
74.35F1 Score
10
Feb 26, 2026
75.38F1 Score
10
Feb 26, 2026
77.97F1 Score
10
Feb 26, 2026
80.52Precision
10
Feb 27, 2026
84.02F1 Score
10
Feb 26, 2026
74.07F1 Score
10
Feb 26, 2026
50.47F1 Score
10
Feb 26, 2026
91.73F1 Score
10
Feb 26, 2026
0.888F1 Score
10
Feb 26, 2026
78Precision
10
Feb 26, 2026
88.8F1 Score
10
Feb 26, 2026
96.9Medication F1
9
Jun 26, 2026
91.2Side Effect Score
9
Jun 26, 2026
97.3Condition Score
9
Jun 26, 2026
93.17Accuracy
9
Jun 11, 2026
82.1Macro F1
9
May 13, 2026
89.8Macro F1
9
May 13, 2026
83.3Macro F1
9
May 13, 2026
84.2Macro F1
9
May 13, 2026