Event Argument Extraction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
47.62Overall F1
26
Mar 4, 2026
32.38Overall F1
26
Mar 4, 2026
45.77Overall F1
26
Mar 4, 2026
75.2F1 Score
21
Apr 14, 2026
72.8Arg-C Score
20
Feb 26, 2026
64.96F1 Score
17
Apr 14, 2026
56.4EM Precision
17
Apr 24, 2026
67Arg-C
15
Feb 26, 2026
53.4Arg-C
14
Feb 26, 2026
70.3F1 Score
11
Feb 26, 2026
52.32Span F1
10
Feb 26, 2026
75.7Arg-I
10
Feb 26, 2026
37Precision
9
Jun 26, 2026
77.19F1 Score
9
Apr 14, 2026
75.2Arg-I Score
9
Feb 26, 2026
65.3Arg-C Score
9
Feb 26, 2026
31.1Precision
7
Jun 26, 2026
76.3Arg-I
7
Feb 26, 2026
54.7Overall Score
5
Feb 26, 2026
52.5F1 Score
5
Feb 26, 2026
81.09F1 Score
4
Feb 26, 2026
82.12F1 Score
4
Feb 26, 2026
16.3EA Score
4
Feb 26, 2026
25.6EA Score (%)
4
Feb 26, 2026
55.2F1 Score
4
Feb 26, 2026