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ResearchFormerly WizWand

Few-shot Classification on OSDG 1

63.66AccuracyDUPLE
29.485638.357847.2356.1022Nov 22, 2025
Updated 6mo ago

Evaluation results

MethodLinks
DUPLEShots=10-shot2025.1163.66
DUPLEShots=5-shot2025.1163.07
DUPLEShots=3-shot2025.1162.76
DUPLEShots=1-shot2025.1158.73
FEATShots=5-shot2025.1149.53
FEATShots=3-shot2025.1149.11
FEATShots=10-shot2025.1148.8
FEATShots=1-shot2025.1147.29
R2D2Shots=1-shot2025.1141.34
R2D2Shots=3-shot2025.1140.49
R2D2Shots=5-shot2025.1140.24
R2D2Shots=10-shot2025.1140.18
MAMLShots=5-shot2025.1139.78
MAMLShots=3-shot2025.1139.76
MAMLShots=10-shot2025.1139.66
MAMLShots=1-shot2025.1138.89
ANILShots=10-shot2025.1136.31
ANILShots=5-shot2025.1135.34
ANILShots=3-shot2025.1135.15
ProtoNetShots=1-shot2025.1132.71
ProtoNetShots=5-shot2025.1131.55
ProtoNetShots=3-shot2025.1131.51
ANILShots=1-shot2025.1130.95
ProtoNetShots=10-shot2025.1130.8