Knowledge-based Visual Question Answering
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.885Accuracy
101
Jun 15, 2026
46.5Accuracy
54
Jun 24, 2026
59.9Accuracy
52
May 6, 2026
68.6VQA Score
41
Jul 2, 2026
66.7Accuracy
27
Feb 27, 2026
37.5Average Score
20
Apr 3, 2026
61Overall Accuracy
20
Apr 3, 2026
25.1Accuracy (All)
20
Apr 3, 2026
51Accuracy
19
Apr 10, 2026
42.5FR (All)
18
May 20, 2026
12.5Final Fidelity Rate
18
May 20, 2026
64.3Accuracy
18
Jun 15, 2026
53.4Accuracy
17
Jun 29, 2026
49.9Accuracy
16
Apr 10, 2026
45.8Accuracy
15
Apr 10, 2026
61.2Accuracy
15
Feb 26, 2026
43.6Accuracy
12
Jun 24, 2026
48.2Average Score
12
Feb 26, 2026
74.93Accuracy
9
Apr 23, 2026
68.9Accuracy
8
Feb 26, 2026
50.5Accuracy
7
Apr 10, 2026
59.5Accuracy
7
Feb 26, 2026
0.661VQA Score
6
Feb 26, 2026
33.2Accuracy
5
Feb 26, 2026
0.381Per-Class Loss
3
May 8, 2026