Chart Question Answering
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
95.9Accuracy
404
Jun 19, 2026
95.3Accuracy
196
Jun 16, 2026
90.49Accuracy
165
Jul 7, 2026
94.4Score
48
Jun 5, 2026
83Accuracy
37
Jun 26, 2026
76.4Reasoning Score
33
May 27, 2026
94.7Overall Accuracy (OA)
28
Jul 1, 2026
88.12ChartQA Score
28
Jun 17, 2026
95.91Accuracy
26
May 29, 2026
66.8Overall Accuracy
25
Apr 13, 2026
77.8Relaxed Acc (avg.)
25
Feb 26, 2026
78.5Accuracy
23
Feb 26, 2026
86.6Score
21
Apr 10, 2026
87.95AUC
21
Mar 27, 2026
86.94Accuracy
18
Apr 24, 2026
69.36L-Accuracy
18
Apr 24, 2026
77.96Accuracy
16
May 19, 2026
62.33QA Score
16
Apr 6, 2026
46.88Factoid Accuracy
16
Mar 5, 2026
89.61Accuracy
16
Feb 26, 2026
73.2Overall Accuracy (OA)
15
May 27, 2026
85.19Accuracy
12
Jun 11, 2026
79.09Accuracy
11
Mar 31, 2026
74.43Accuracy
11
Mar 31, 2026
51.2Score
10
Apr 7, 2026