Event extraction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
74.08Event Trigger F1
26
Feb 26, 2026
7.67Event Trigger F1
14
Feb 26, 2026
41.39Practical EM
14
Feb 26, 2026
68.98F1 Score
14
Mar 20, 2026
69.8Trigger Cls F1
14
Feb 27, 2026
45.74Micro-F1
13
Feb 26, 2026
27.04Micro-F1
13
Feb 26, 2026
75.72Trigger Identification (TI)
12
Apr 28, 2026
67.01CCF Law Score
11
Feb 26, 2026
58.32English Score
11
Feb 26, 2026
96.56Precision
8
Jun 30, 2026
84.5Bert Precision
8
Mar 4, 2026
73.3Trigger F1
7
Feb 26, 2026
87Hit@10
6
May 22, 2026
93Hit@10
6
May 22, 2026
56.11Recall
6
Feb 26, 2026
83.36Trigger Precision
5
Feb 26, 2026
19.61EM
5
Feb 26, 2026
47.5F1 Score
5
Feb 26, 2026
60.55Accuracy
4
Mar 20, 2026
71.76Trigger F1
4
Feb 26, 2026
70.3Precision
4
Feb 26, 2026
77Precision
4
Feb 26, 2026
73.5Entity F1
3
Feb 26, 2026
74Entity Score
3
Feb 26, 2026