Medical Visual Question Answering
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
83.45Accuracy
18
Jul 1, 2026
30.2Open Score
18
Apr 23, 2026
59Accuracy
18
Mar 4, 2026
35Accuracy
18
Mar 4, 2026
76.9MMMU-Med Score
18
Feb 26, 2026
73.2AUROC
17
Apr 6, 2026
79.58Accuracy
17
Apr 2, 2026
27.96ROUGE-1
17
Mar 10, 2026
22.39Accuracy
16
Jul 1, 2026
24.31Accuracy
16
Jul 1, 2026
0.12Accuracy
16
Jul 1, 2026
96.76Accuracy (CT)
16
Jul 1, 2026
14.06ECE
16
Jun 19, 2026
16.85ECE
16
Jun 19, 2026
12.52ECE
16
Jun 19, 2026
92.13Accuracy
16
Feb 26, 2026
0.994Accuracy
16
Feb 26, 2026
81.11Recall
16
Feb 26, 2026
77.95Accuracy
16
Feb 26, 2026
89.53Accuracy
16
Feb 26, 2026
0.508Recall
16
Feb 26, 2026
0.184ECE
15
Jun 26, 2026
79.3AUROC (Sampling)
15
Apr 6, 2026
88.4F1
14
Jun 19, 2026
74.6Image Quality ACC
14
May 26, 2026