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ResearchFormerly WizWand

Few-shot Classification on OSDG2

77.45AccuracyDUPLE
52.354858.869965.38571.9001Nov 22, 2025
Updated 6mo ago

Evaluation results

MethodLinks
DUPLEShots=5-shot2025.1177.45
DUPLEShots=10-shot2025.1177.2
DUPLEShots=3-shot2025.1177.06
DUPLEShots=1-shot2025.1168.17
ProtoNetShots=10-shot2025.1166.67
ProtoNetShots=3-shot2025.1166.65
ProtoNetShots=5-shot2025.1166.49
ProtoNetShots=1-shot2025.1165.09
MAMLShots=10-shot2025.1164.87
MAMLShots=5-shot2025.1164.64
R2D2Shots=10-shot2025.1164.25
R2D2Shots=5-shot2025.1164
MAMLShots=3-shot2025.1163.86
ANILShots=10-shot2025.1163.67
R2D2Shots=3-shot2025.1163.34
ANILShots=5-shot2025.1163.31
ANILShots=3-shot2025.1162.61
MAMLShots=1-shot2025.1162.56
ANILShots=1-shot2025.1158.87
FEATShots=10-shot2025.1158.35
FEATShots=5-shot2025.1157.74
FEATShots=3-shot2025.1157.43
R2D2Shots=1-shot2025.1154.26
FEATShots=1-shot2025.1153.32