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ResearchFormerly WizWand

Few-shot Classification on LS-100 to NSynth-100 (cross-dataset)

77.59Average AccuracyAMFO
25.194838.797452.466.0026Jul 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
AMFONumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0777.59
PANNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0777.31
PITEL-CUSCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0776.42
CLOMNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0776.18
FACTNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0774.91
ARPNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0774.32
DFSLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0774.04
CECNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0773.56
LDCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0770.12
DSNNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0767.8
iCaRLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0741.86
Finetune-CNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0730.19
Finetune-MNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0727.21