Few-shot Class-incremental Audio Classification on FSC-89 → NSynth-100
85.17Average AccuracyAdversarial Contrastive Learning
Evaluation Results
| Method | Links | |
|---|---|---|
| Adversarial Contrastive LearningN-way=5, K-shot=52026.07 | 85.17 | |
| AMFO+LDPN-way=5, K-shot=52026.07 | 84.7 | |
| AMFO+AFAN-way=5, K-shot=52026.07 | 84.46 | |
| AMFO+TSAN-way=5, K-shot=52026.07 | 84.19 | |
| AMFO+AMTFN-way=5, K-shot=52026.07 | 83.93 | |
| AMFON-way=5, K-shot=52026.07 | 83.86 | |
| PANN-way=5, K-shot=52026.07 | 83.83 | |
| CECN-way=5, K-shot=52026.07 | 83.75 | |
| DFSLN-way=5, K-shot=52026.07 | 82.58 | |
| PCRN-way=5, K-shot=52026.07 | 75.61 | |
| Adversarial Contrastive LearningN-way=5, K-shot=52026.07 | 46.89 | |
| AMFON-way=5, K-shot=52026.07 | 45.31 | |
| AMFO+AFAN-way=5, K-shot=52026.07 | 44.75 | |
| AMFO+AMTFN-way=5, K-shot=52026.07 | 44.29 | |
| AMFO+TSAN-way=5, K-shot=52026.07 | 44.13 | |
| AMFO+LDPN-way=5, K-shot=52026.07 | 43.3 | |
| PANN-way=5, K-shot=52026.07 | 40.88 | |
| CECN-way=5, K-shot=52026.07 | 40.75 | |
| PCRN-way=5, K-shot=52026.07 | 38.7 | |
| DFSLN-way=5, K-shot=52026.07 | 37.21 |