Key Information Extraction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
77.03Bus. Trans. Score
15
Jul 7, 2026
79.91Extraction Score
15
Mar 26, 2026
97.3ANLS
10
Feb 26, 2026
97ANLS
10
Feb 26, 2026
81ANLS
10
Feb 26, 2026
87.3F1 Score
8
Apr 23, 2026
60.3F1 Score
8
Feb 26, 2026
85F1 Score
7
Apr 23, 2026
38.7Accuracy
7
Feb 26, 2026
90.1F1 Score
7
Feb 26, 2026
86.2F1 Score
7
Feb 26, 2026
87.9Overall Mean Score
6
Mar 17, 2026
75.7F1 Score
6
Feb 26, 2026
0.881Entity F1
6
Feb 26, 2026
74.42F1 Score
6
Feb 26, 2026
79.42F1
6
Feb 26, 2026
93.19SER Hmean
5
Feb 26, 2026
87.2F1 Score
4
Mar 5, 2026
72.6F1 Score
4
Feb 26, 2026
49.9F1 Score
4
Feb 26, 2026
95.9F1 Score
4
Feb 26, 2026
88.8F1 Score
4
Feb 26, 2026
0.291F1 Score
4
Feb 26, 2026
94.5Score
3
Mar 12, 2026
95.2Score
3
Mar 12, 2026