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ResearchFormerly WizWand

Few-shot Class-incremental Audio Classification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

FSC-89 → NSynth-100

Adversarial Contrastive Learning

85.17Average Accuracy

20

Jul 3, 2026

LS-100 → NSynth-100

Adversarial Contrastive Learning

79.78Average Accuracy

10

Jul 3, 2026

LS-100 → FSC-89

Adversarial Contrastive Learning

80.05Average Accuracy

10

Jul 3, 2026

NSynth-100 → LS-100

Adversarial Contrastive Learning

79.09Average Accuracy

10

Jul 3, 2026

FSC-89 → LS-100

Adversarial Contrastive Learning

41.67Average Accuracy

10

Jul 3, 2026