Information Extraction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
51.19Precision
6
Mar 16, 2026
4.9Precision
6
Mar 16, 2026
36.18Precision
6
Mar 16, 2026
33.33Precision
6
Mar 16, 2026
33.33Precision
6
Mar 16, 2026
20Precision
6
Mar 16, 2026
27.51Precision
6
Mar 16, 2026
77.5F1 Score
6
Feb 26, 2026
95.56Deaths
6
Feb 26, 2026
82.55Jaccard (Case type)
6
Feb 26, 2026
96.93F1 Score
6
Feb 26, 2026
81.34F1 Score
6
Feb 26, 2026
80.42F1 Score
6
Feb 26, 2026
99.51State Accuracy
5
Apr 3, 2026
77.5Micro-F1
4
Jul 2, 2026
57.46Average F1
4
Jun 12, 2026
62.08Accuracy
4
Mar 20, 2026
85.5F1 Score
4
Feb 26, 2026
23FAR
4
Feb 26, 2026
83.3FAR
4
Feb 26, 2026
13Latency (s)
3
Jul 2, 2026
4Latency (s)
3
Jul 2, 2026
62.73F1 Score
3
Apr 21, 2026
92.3Adverse Events
3
Feb 26, 2026
46.81-NED
3
Feb 26, 2026