Audio Classification on NSynth 100
99.87Accuracy (Session 1)PAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PANClass Evaluation Category=Base2026.06 | 99.87 | 99.93 | 99.82 | 99.8 | 99.83 | 99.85 | |
| OursClass Evaluation Category=Base2026.06 | 99.84 | 99.91 | 99.87 | 99.84 | 99.81 | 99.85 | |
| AFMOClass Evaluation Category=Base2026.06 | 99.82 | 99.85 | 99.81 | 99.47 | 99.01 | 99.59 | |
| CECClass Evaluation Category=Base2026.06 | 99.79 | 99.91 | 99.8 | 99.73 | 99.89 | 99.82 | |
| OursClass Evaluation Category=All2026.06 | 98.72 | 99.91 | 98.81 | 98 | 98.2 | 98.73 | |
| AFMOClass Evaluation Category=All2026.06 | 98.21 | 99.85 | 98.39 | 96 | 96.04 | 97.7 | |
| PANClass Evaluation Category=All2026.06 | 97.87 | 99.93 | 98.09 | 96.66 | 96.97 | 97.9 | |
| CECClass Evaluation Category=All2026.06 | 97.02 | 99.91 | 97.46 | 95.48 | 95.65 | 97.1 | |
| OursClass Evaluation Category=Inc.2026.06 | 86.42 | — | 84.5 | 86.92 | 87.5 | 86.34 | |
| AFMOClass Evaluation Category=Inc.2026.06 | 80.53 | — | 79.26 | 75.17 | 76.36 | 77.83 | |
| PANClass Evaluation Category=Inc.2026.06 | 75.86 | — | 74.75 | 77.82 | 78 | 76.61 | |
| CECClass Evaluation Category=Inc.2026.06 | 66.53 | — | 65.91 | 69.95 | 67.59 | 67.5 |