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ResearchFormerly WizWand

Few-shot Open-set Audio Classification on Domestic Environments

87.32AccuracyFOAC-AIFP
65.282471.003776.72582.4463Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FOAC-AIFPSetting=5-way 5-shot2026.0787.3271.58
FEATSetting=5-way 5-shot2026.0787.3165.81
OPPSetting=5-way 5-shot2026.0785.465.57
METSetting=5-way 5-shot2026.0784.7656.24
D-ProtoNetSetting=5-way 5-shot2026.0780.6271.44
FOAC-AIFPSetting=5-way 1-shot2026.0779.5170.33
OPPSetting=5-way 1-shot2026.0777.7964.04
FEATSetting=5-way 1-shot2026.0777.5364.62
L3-NetSetting=5-way 5-shot2026.0777.4970.35
GELSetting=5-way 1-shot2026.0776.258.15
GELSetting=5-way 5-shot2026.0774.2968.71
TANESetting=5-way 5-shot2026.077469.98
L3-NetSetting=5-way 1-shot2026.0773.4269.15
TANESetting=5-way 1-shot2026.0773.2469.38
OpenFEATSetting=5-way 5-shot2026.0770.8853.29
D-ProtoNetSetting=5-way 1-shot2026.0770.4769.11
METSetting=5-way 1-shot2026.0770.2555.15
OpenFEATSetting=5-way 1-shot2026.0766.1353.2