Multimodal Reward Modeling
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
83.5Accuracy
102
Apr 23, 2026
60.7Accuracy
50
Apr 23, 2026
99.6Safety Score
44
May 12, 2026
95.74MCQ Score
20
Apr 23, 2026
50.7Best-of-4 Accuracy
18
Apr 14, 2026
68.2Macro Pairwise Accuracy
18
Apr 14, 2026
87.1Best-of-4 Accuracy
18
Apr 14, 2026
92.4Pairwise Accuracy
18
Apr 23, 2026
82.94Accuracy
14
Mar 18, 2026
84.1Accuracy
13
Apr 23, 2026
85.62Reward Bench Score
12
Mar 18, 2026
78.2Overall Score
8
Feb 26, 2026
96.7Safety Score
5
Feb 26, 2026
99.3Quality Score
5
Feb 26, 2026