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Few-shot Class-incremental Audio Classification on LS-100 → NSynth-100
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79.78
Average Accuracy
Adversarial Contrastive Learning
71.6056
73.7278
75.85
77.9722
Jul 2, 2026
Average Accuracy
Updated 23d ago
Evaluation Results
Method
Method
Links
Average Accuracy
Adversarial Contrastive Learning
N-way=5, K-shot=5
2026.07
79.78
PCR
N-way=5, K-shot=5
2026.07
78.8
AMFO+AFA
N-way=5, K-shot=5
2026.07
78.68
AMFO+AMTF
N-way=5, K-shot=5
2026.07
78.21
AMFO+TSA
N-way=5, K-shot=5
2026.07
78.2
PAN
N-way=5, K-shot=5
2026.07
77.34
CEC
N-way=5, K-shot=5
2026.07
76.86
DFSL
N-way=5, K-shot=5
2026.07
75.3
AMFO+LDP
N-way=5, K-shot=5
2026.07
72.6
AMFO
N-way=5, K-shot=5
2026.07
71.92
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