Incremental Audio Classification on LS-100 (train test)
98.82Session 1 (+5) AccuracyOurs
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OursClass Category=Incremental classes2026.06 | 98.82 | — | 97.75 | 97.32 | 97.75 | 97.91 | |
| AFMOClass Category=Incremental classes2026.06 | 93 | — | 95 | 82.22 | 84.38 | 88.65 | |
| OursClass Category=All classes2026.06 | 92.94 | 92.6 | 92.73 | 92.4 | 92.41 | 92.62 | |
| OursClass Category=Base classes2026.06 | 92.45 | 92.6 | 92.39 | 91.65 | 91.7 | 92.16 | |
| AFMOClass Category=All classes2026.06 | 92.29 | 92.28 | 92.17 | 90.45 | 90.47 | 91.53 | |
| AFMOClass Category=Base classes2026.06 | 92.23 | 92.28 | 91.98 | 91.73 | 91.31 | 91.91 | |
| CECClass Category=Base classes2026.06 | 91.94 | 91.69 | 91.53 | 91.48 | 91.35 | 91.6 | |
| PANClass Category=Base classes2026.06 | 91.74 | 91.8 | 91.66 | 91.61 | 91.46 | 91.65 | |
| PANClass Category=All classes2026.06 | 91.48 | 91.8 | 91.57 | 91.33 | 90.95 | 91.43 | |
| CECClass Category=All classes2026.06 | 91.45 | 91.69 | 91.2 | 90.05 | 90.39 | 90.96 | |
| PANClass Category=Incremental classes2026.06 | 88.37 | — | 90.25 | 89.53 | 87.25 | 88.85 | |
| CECClass Category=Incremental classes2026.06 | 85.53 | — | 86.38 | 80.65 | 83.43 | 84 |