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ResearchFormerly WizWand

Few-shot Class-incremental Audio Classification on FSC-89 → NSynth-100

85.17Average AccuracyAdversarial Contrastive Learning
35.291648.240861.1974.1392Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Adversarial Contrastive LearningN-way=5, K-shot=52026.0785.17
AMFO+LDPN-way=5, K-shot=52026.0784.7
AMFO+AFAN-way=5, K-shot=52026.0784.46
AMFO+TSAN-way=5, K-shot=52026.0784.19
AMFO+AMTFN-way=5, K-shot=52026.0783.93
AMFON-way=5, K-shot=52026.0783.86
PANN-way=5, K-shot=52026.0783.83
CECN-way=5, K-shot=52026.0783.75
DFSLN-way=5, K-shot=52026.0782.58
PCRN-way=5, K-shot=52026.0775.61
Adversarial Contrastive LearningN-way=5, K-shot=52026.0746.89
AMFON-way=5, K-shot=52026.0745.31
AMFO+AFAN-way=5, K-shot=52026.0744.75
AMFO+AMTFN-way=5, K-shot=52026.0744.29
AMFO+TSAN-way=5, K-shot=52026.0744.13
AMFO+LDPN-way=5, K-shot=52026.0743.3
PANN-way=5, K-shot=52026.0740.88
CECN-way=5, K-shot=52026.0740.75
PCRN-way=5, K-shot=52026.0738.7
DFSLN-way=5, K-shot=52026.0737.21