Chart Understanding
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
91.2Accuracy
159
May 21, 2026
90.8Accuracy
119
Jun 24, 2026
88.4Score
47
Apr 28, 2026
60.2Reasoning Score
44
Apr 6, 2026
90.8Avg Relaxed Accuracy
33
Feb 27, 2026
79.33NQA
32
May 12, 2026
83.51GPT Score
31
May 12, 2026
97.86TF Score
26
Jun 11, 2026
91.7ChartQA Score
19
Feb 26, 2026
0.947AI2D Score
18
Feb 26, 2026
51.7Reasoning Score
16
Apr 6, 2026
61.2Accuracy
16
Mar 5, 2026
78.27Description Score
14
May 12, 2026
73.08Accuracy
13
Jun 8, 2026
75.15Score
13
Jul 7, 2026
80.62CSV Numeric F1
10
Jun 11, 2026
77.9Pass@1
10
Jul 7, 2026
94.1Pass@1
10
May 25, 2026
73.7Accuracy
10
Mar 5, 2026
85.5Accuracy
10
Mar 5, 2026
84Accuracy
9
Feb 26, 2026
53.5RQ
8
May 18, 2026
57.71Accuracy
7
Apr 6, 2026
39.2Score
6
Jul 7, 2026
88.7Accuracy
6
Jun 1, 2026