Few-shot Class-incremental Audio Classification on NSynth-100 → LS-100
79.09Average AccuracyAdversarial Contrastive Learning
Evaluation results
| Method | Links | |
|---|---|---|
| Adversarial Contrastive LearningN-way=5, K-shot=52026.07 | 79.09 | |
| AMFO+AFAN-way=5, K-shot=52026.07 | 78.5 | |
| PCRN-way=5, K-shot=52026.07 | 78.22 | |
| AMFO+AMTFN-way=5, K-shot=52026.07 | 77.95 | |
| PANN-way=5, K-shot=52026.07 | 77.5 | |
| AMFO+LDPN-way=5, K-shot=52026.07 | 77.4 | |
| CECN-way=5, K-shot=52026.07 | 77.31 | |
| AMFO+TSAN-way=5, K-shot=52026.07 | 77.24 | |
| AMFON-way=5, K-shot=52026.07 | 76.93 | |
| DFSLN-way=5, K-shot=52026.07 | 76.62 |