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ResearchFormerly WizWand

Few-shot Classification on OSDG2 (test)

76.21F1 ScoreDUPLE
47.6155.03562.4669.885Nov 22, 2025
Updated 6mo ago

Evaluation results

MethodLinks
DUPLEShots=5-shot2025.1176.21
DUPLEShots=10-shot2025.1176.02
DUPLEShots=3-shot2025.1175.36
DUPLEShots=1-shot2025.1166.43
ProtoNetShots=3-shot2025.1165.56
ProtoNetShots=10-shot2025.1165.3
ProtoNetShots=5-shot2025.1165.2
ProtoNetShots=1-shot2025.1164.14
R2D2Shots=5-shot2025.1164.1
R2D2Shots=10-shot2025.1164.02
R2D2Shots=3-shot2025.1163.67
MAMLShots=10-shot2025.1163.12
MAMLShots=5-shot2025.1163.05
MAMLShots=3-shot2025.1162.33
MAMLShots=1-shot2025.1161.55
ANILShots=5-shot2025.1160.23
ANILShots=10-shot2025.1160.18
ANILShots=3-shot2025.1160.12
ANILShots=1-shot2025.1157.92
R2D2Shots=1-shot2025.1154.91
FEATShots=3-shot2025.1151.25
FEATShots=5-shot2025.1150.5
FEATShots=10-shot2025.1149.97
FEATShots=1-shot2025.1148.71