Information Extraction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
98.94F1 Score
136
Jun 24, 2026
98.7F1 Score
62
Mar 5, 2026
92.08F1 Score
55
Feb 26, 2026
92.1Accuracy
28
Apr 23, 2026
94.8Micro Precision
25
May 7, 2026
84.5Accuracy
22
May 6, 2026
97.6F1 Score
18
Feb 26, 2026
98.17F1 Score
16
Feb 26, 2026
95.24Precision
15
Feb 26, 2026
47Accuracy
14
Apr 20, 2026
57.8Overall Score
13
Apr 21, 2026
67.3Accuracy
13
Feb 26, 2026
92.08F1 Score
13
Feb 26, 2026
54Cumulative ROUGE-1
12
Feb 26, 2026
65.43Word Precision
11
May 21, 2026
17.24Precision
10
Mar 16, 2026
50.32Precision (P)
10
Mar 16, 2026
14.52Precision
10
Mar 16, 2026
18.12Precision
10
Mar 16, 2026
95MIT-D Score
10
Feb 26, 2026
94.3Receipts Accuracy
10
Feb 26, 2026
77.5Accuracy
9
Jun 18, 2026
16.33Validity Score
9
Apr 21, 2026
93.07Accuracy
8
Jul 7, 2026
92.55Accuracy
8
Jul 7, 2026