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Few-shot Class-incremental Audio Classification on LS-100 → FSC-89
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80.05
Average Accuracy
Adversarial Contrastive Learning
76.202
77.201
78.2
79.199
Jul 2, 2026
Average Accuracy
Updated 23d ago
Evaluation Results
Method
Method
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Average Accuracy
Adversarial Contrastive Learning
N-way=5, K-shot=5
2026.07
80.05
AMFO+AFA
N-way=5, K-shot=5
2026.07
79.47
AMFO+AMTF
N-way=5, K-shot=5
2026.07
79.11
PCR
N-way=5, K-shot=5
2026.07
78.79
PAN
N-way=5, K-shot=5
2026.07
78.71
CEC
N-way=5, K-shot=5
2026.07
78.57
AMFO+TSA
N-way=5, K-shot=5
2026.07
78.21
AMFO
N-way=5, K-shot=5
2026.07
78.1
DFSL
N-way=5, K-shot=5
2026.07
77.83
AMFO+LDP
N-way=5, K-shot=5
2026.07
76.35
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