Audio Understanding on MMAR (comprehensive evaluation)
62.4Sound Score
MPAR2
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.02 | 62.4 | 44.3 | 64.26 | - | - | - | - | 60.32 | |
2026.01 | 61.21 | 50.97 | 72.11 | 81.82 | 72.48 | 65.85 | 70.83 | 65.6 | |
2026.01 | 59.39 | 54.37 | 70.41 | 90.91 | 74.77 | 63.41 | 70.83 | 65.9 | |
2026.04 | 58.8 | 40.8 | 59.9 | - | - | - | 56.7 | - | |
2026.04 | 58.8 | 45.2 | 66 | - | - | - | 60.1 | - | |
2026.01 | 55.76 | 41.75 | 54.42 | 45.45 | 55.96 | 57.32 | 54.17 | 51.4 | |
2026.04 | 54.6 | 42.2 | 61.2 | - | - | - | 56.8 | - | |
2026.01 | 54.55 | 41.75 | 53.4 | 45.45 | 58.26 | 54.88 | 37.5 | 50.8 | |
2026.01 | 53.94 | 50.97 | 70.41 | 63.64 | 72.48 | 62.2 | 75 | 63.5 | |
2026.01 | 53.94 | 36.41 | 52.72 | 36.36 | 56.88 | 53.66 | 45.83 | 50.2 | |
2026.02 | 53.94 | 46.12 | 53.74 | - | - | - | - | 53.8 | |
2026.02 | 53.94 | 42.23 | 58.84 | - | - | - | - | 55.2 | |
2026.02 | 53.68 | 41.56 | 58.45 | - | - | - | - | 55.62 | |
2026.01 | 49.7 | 36.41 | 50 | 36.36 | 53.67 | 45.12 | 54.17 | 48.6 | |
2026.04 | 49.7 | 33 | 58.5 | - | - | - | 48 | - | |
2026.01 | 41.21 | 33.01 | 40.48 | 36.36 | 48.62 | 39.02 | 41.67 | 40.7 | |
2026.04 | 40 | 36.89 | 44.56 | - | - | - | 43.3 | - | |
2026.01 | 37.58 | 31.07 | 39.46 | 36.36 | 43.12 | 45.12 | 25 | 37.2 | |
2026.01 | 33.33 | 24.27 | 32.31 | 9.09 | 31.19 | 30.49 | 25 | 30 | |
2026.01 | 30.91 | 25.73 | 34.35 | 9.09 | 37.61 | 28.05 | 37.5 | 32.8 | |
2026.01 | 30.3 | 29.61 | 34.69 | 9.09 | 34.86 | 35.37 | 41.67 | 33.2 | |
2026.04 | 29.7 | 19.9 | 34.35 | - | - | - | 29.6 | - | |
2026.01 | 27.88 | 20.39 | 22.11 | 9.09 | 25.23 | 25.61 | 20.83 | 23.5 | |
2026.01 | 20.61 | 22.33 | 35.37 | 18.18 | 27.06 | 23.17 | 25 | 27 | |
2026.01 | 19.39 | 19.9 | 13.95 | 18.18 | 24.77 | 21.95 | 16.67 | 19.2 |