Few-shot Class-incremental Audio Classification on LS-100 → NSynth-100
79.78Average AccuracyAdversarial Contrastive Learning
Evaluation results
| Method | Links | |
|---|---|---|
| Adversarial Contrastive LearningN-way=5, K-shot=52026.07 | 79.78 | |
| PCRN-way=5, K-shot=52026.07 | 78.8 | |
| AMFO+AFAN-way=5, K-shot=52026.07 | 78.68 | |
| AMFO+AMTFN-way=5, K-shot=52026.07 | 78.21 | |
| AMFO+TSAN-way=5, K-shot=52026.07 | 78.2 | |
| PANN-way=5, K-shot=52026.07 | 77.34 | |
| CECN-way=5, K-shot=52026.07 | 76.86 | |
| DFSLN-way=5, K-shot=52026.07 | 75.3 | |
| AMFO+LDPN-way=5, K-shot=52026.07 | 72.6 | |
| AMFON-way=5, K-shot=52026.07 | 71.92 |