Holistic Evaluation of Audio Representations (HEAR)
83.41HEAR Average
SPEARs+a XLarge
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.10 | 83.41 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 84.85 | 79.75 | 85.43 | |
2025.10 | 82.46 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 84.33 | 78.88 | 84.21 | |
2025.10 | 81.44 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 83.2 | 75.72 | 84.86 | |
2025.10 | 81.32 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 82.55 | 77.45 | 83.61 | |
2025.10 | 81.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 82.95 | 74.82 | 84.73 | |
2025.10 | 80.07 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 82.3 | 76.97 | 81.29 | |
2025.10 | 79.36 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 81.97 | 74.48 | 81.7 | |
2025.10 | 79.31 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 80.18 | 72.48 | 84 | |
2025.10 | 79.26 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 81.1 | 76.47 | 80.42 | |
2025.10 | 79.18 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 83.58 | 72.7 | 81.85 | |
2025.10 | 78.08 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 78.16 | 72.94 | 81.8 | |
2025.10 | 77.83 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 80.6 | 73.95 | 79.35 | |
2025.10 | 77.75 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 80.67 | 73.72 | 79.31 | |
2025.10 | 77.01 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 80.33 | 69.87 | 80.33 | |
2025.10 | 76.37 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 77.83 | 69.74 | 80.61 | |
2025.10 | 74.87 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.10 | 72.96 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 72.74 | 74.8 | 71.68 | |
2025.10 | 72.12 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 73.09 | 73.41 | 70.66 | |
2025.10 | 71.75 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.10 | 71.05 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 73.23 | 62.4 | 77.52 | |
2025.10 | 70.43 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.10 | 69.65 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 72.86 | 72.69 | 65.77 | |
2022.06 | 66.3 | 66.4 | 80 | 93.2 | 95 | 15.4 | 47.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 66.3 | 67.2 | 83.5 | 92.6 | 95.8 | 16.3 | 42.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 66.3 | 67.2 | 83.5 | 92.6 | 95.8 | 16.3 | 42.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 65.8 | 65.6 | 81.8 | 92.2 | 93.4 | 14.3 | 47.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 65.2 | 65.5 | 83 | 91.9 | 94.5 | 14.8 | 44.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 65.2 | 66.1 | 81.6 | 91.6 | 93.8 | 14.2 | 43.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 65 | 65.8 | 81.2 | 92.7 | 94.7 | 15.8 | 39.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.9 | 66.4 | 84.8 | 92 | 93.1 | 16.2 | 37 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.9 | 66 | 84.1 | 91.9 | 93.8 | 14.6 | 38.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.8 | 66.5 | 86 | 91.2 | 93.4 | 14.2 | 43 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.8 | 66.5 | 80.6 | 93.1 | 94.6 | 16.2 | 38 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.7 | 66.4 | 78.5 | 92.6 | 94.3 | 15.1 | 41.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.7 | 65.7 | 81 | 90 | 93.1 | 16 | 43.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.7 | 66.4 | 78.6 | 92.6 | 94.3 | 15.1 | 41.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.3 | 66.7 | 82.7 | 92.5 | 94.8 | 15.2 | 34 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 63.2 | 64.4 | 83.5 | 89.6 | 92.7 | 13.6 | 35.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.10 | 62.69 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 57.28 | 68.14 | 61.31 | |
2022.06 | 62.6 | 62.3 | 78.8 | 89.6 | 92.4 | 13.7 | 39 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 60.6 | 62.9 | 84.4 | 86.2 | 90.7 | 12 | 27.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 60.4 | 64 | 78.1 | 91.3 | 92.5 | 11.9 | 24.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 60.3 | 63.5 | 77 | 83.2 | 88.9 | 13.3 | 35.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 59.9 | 65.4 | 82.7 | 77.6 | 86.9 | 17.4 | 29.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 59.7 | 65.7 | 67.6 | 79.7 | 88.5 | 7.2 | 49.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 52.4 | 59.4 | 66.7 | 70.1 | 80.2 | 13.1 | 25.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 23.8 | 36.2 | 49.9 | 16.8 | 19.6 | 5.1 | 15.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | - | 76 | 78.2 | 93.1 | 95.5 | 18.5 | - | 58.3 | 95.3 | 93.7 | 91.2 | 59.5 | 98.8 | 87.7 | 99.2 | 18.9 | 97.7 | 96.7 | 67.8 | 53.9 | - | - | - | - | - | - | |
2023.06 | - | 76.7 | 78.1 | 92.6 | 95.1 | 22.3 | - | 64.6 | 95.8 | 95.7 | 89 | 55.7 | 94.3 | 88.3 | 100 | 24.4 | 97.5 | 96.9 | 68.6 | 66.9 | - | - | - | - | - | - | |
2023.06 | - | 75.2 | 78.5 | 97.6 | 97.8 | 21.5 | - | 87.8 | 97.5 | 92.5 | 96.1 | 64.1 | 96.7 | 90.8 | 99.2 | 46.9 | 97.5 | 94.1 | 87.8 | 72.2 | - | - | - | - | - | - | |
2023.04 | - | 75.21 | 78.53 | - | - | 22.69 | - | - | - | - | 96.65 | 65.48 | - | - | - | - | - | - | - | - | 97.79 | 72.02 | 99.23 | - | - | - | |
2023.04 | - | 75.21 | 78.53 | - | - | 18.48 | - | - | - | - | 80.5 | 50.88 | - | - | - | - | - | - | - | - | 96.87 | 71.4 | 96.86 | - | - | - | |
2023.04 | - | 75.21 | 68.34 | - | - | 18.48 | - | - | - | - | 74.35 | 41.32 | - | - | - | - | - | - | - | - | 94.68 | 71.4 | 93.59 | - | - | - | |
2023.04 | - | 61.04 | 66.01 | - | - | 18.2 | - | - | - | - | 94.75 | 64.09 | - | - | - | - | - | - | - | - | 63.87 | 25.93 | 97.69 | - | - | - | |
2023.04 | - | 64.36 | 77.83 | - | - | - | - | - | - | - | 96.7 | 58.59 | - | - | - | - | - | - | - | - | 96.83 | - | 100 | - | - | - | |
2023.04 | - | 62.79 | 66.31 | - | - | 11.55 | - | - | - | - | 85.6 | 53.69 | - | - | - | - | - | - | - | - | 83.82 | 30.35 | 100 | - | - | - | |
2023.04 | - | 63.18 | 68.88 | - | - | 10.82 | - | - | - | - | 83.75 | 51.61 | - | - | - | - | - | - | - | - | 77.12 | 28.19 | 100 | - | - | - | |
2023.04 | - | 63.27 | 69.16 | - | - | 11.38 | - | - | - | - | 85.25 | 52.48 | - | - | - | - | - | - | - | - | 76.99 | 27.98 | 100 | - | - | - |