Visual Mathematical Reasoning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
86.81Accuracy
448
Jul 7, 2026
92.7Accuracy
298
Jun 24, 2026
78.8Accuracy
194
Jun 19, 2026
98.7Accuracy
193
Jun 23, 2026
79.3Accuracy
88
May 15, 2026
81.9Score
46
Apr 28, 2026
81.42Accuracy
45
Mar 12, 2026
70.46BoN@8 Accuracy
29
Jun 23, 2026
82.5Accuracy
26
Jun 23, 2026
60.5Accuracy
26
Jun 23, 2026
69.4CoT-E Score
20
Apr 21, 2026
32.6CoT Error
20
Apr 21, 2026
28.5CoT-E
20
Apr 21, 2026
35.7CoT Error
20
Apr 21, 2026
34.4CoT Error
20
Apr 21, 2026
44.8Accuracy
18
May 15, 2026
54.6Accuracy
18
May 15, 2026
67.6Accuracy
18
Mar 4, 2026
0.735Avg@3
18
Mar 4, 2026
35.73Worst-case Accuracy
17
Jun 23, 2026
34.9Score
16
Mar 20, 2026
63.8Score
16
Mar 20, 2026
51.8Score
16
Mar 20, 2026
83.5BoN@8 Accuracy
15
Mar 25, 2026
62.4Accuracy
14
Jun 30, 2026