MMAR
Benchmarks
TaskDatasetSOTA resultTrendResults
MMAR
83.7Average Accuracy
82
MMAR (test)
74.4Average Score
57
MMAR
80.4Average Score
55
MMAR 1.0 (test)
70.3Accuracy
27
MMAR (comprehensive evaluation)
62.4Sound Score
25
MMAR
63.5Mean Score
22
MMAR (test)
67.1Performance
20
MMAR
62.2Accuracy
19
MMAR
83.7Average Score
15
MMAR within CAFE framework (overall)
63.51Perception Accuracy
13
MMAR Interspeech Audio Reasoning Challenge Leaderboard 2026
69.83Rubrics Score
9
MMAR
56.4Normalized Judge Score
9
MMAR Agent Track
77.4Accuracy
8
MMAR
45.24Speech Score
5
MMAR N=1,000
53.6Accuracy
5
MMAR Single Model Track
65.29Rubrics Score
4
MMAR
71.9Score
3
MMAR
46.4MMAR Score
3
MMAR (test)
68.1Accuracy
2