Entity extraction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
93.2Entity F1 Score
104
Feb 26, 2026
91.1F1 Score
53
Feb 26, 2026
85.8Entity-level F1
21
Feb 26, 2026
90.4F1 Score
19
Feb 26, 2026
94.5Precision
18
Feb 26, 2026
96.99F1 Score
16
Feb 26, 2026
86.89F1 Score
14
Feb 27, 2026
96.54Overall F1 Score
11
Feb 26, 2026
387Cortex Present
10
Apr 7, 2026
61.7Recall@k
10
Feb 26, 2026
94.22F1 Score
9
Feb 26, 2026
87.02Entity F1
7
Feb 26, 2026
66.08News Score
6
Feb 26, 2026
58.51News Score
6
Feb 26, 2026
81.24F1 (macro)
5
Feb 26, 2026
73.01F1 (Macro)
5
Feb 26, 2026
0.736F1 Macro
5
Feb 26, 2026
229Accept Count
4
Mar 18, 2026
228Accept Count
4
Mar 18, 2026
41.21F1 (partial)
4
Feb 26, 2026
59.79F1 (Strict)
4
Feb 26, 2026
0.797F1 Score
4
Feb 26, 2026
77.6Precision
3
Jun 19, 2026
98.5Precision
3
Feb 26, 2026
65.4Precision
3
Feb 26, 2026