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ResearchFormerly WizWand

Few-shot Classification on OSDG1 (test)

0.6392F1 ScoreDUPLE
0.2192480.3282740.43730.546326Nov 22, 2025
Updated 6mo ago

Evaluation results

MethodLinks
DUPLEShots=10-shot2025.110.6392
DUPLEShots=5-shot2025.110.6309
DUPLEShots=3-shot2025.110.627
DUPLEShots=1-shot2025.110.5858
FEATShots=5-shot2025.110.461
FEATShots=3-shot2025.110.4543
FEATShots=10-shot2025.110.443
FEATShots=1-shot2025.110.4428
R2D2Shots=1-shot2025.110.382
R2D2Shots=3-shot2025.110.3721
R2D2Shots=5-shot2025.110.3687
R2D2Shots=10-shot2025.110.3686
MAMLShots=1-shot2025.110.3583
MAMLShots=3-shot2025.110.3509
MAMLShots=5-shot2025.110.3465
MAMLShots=10-shot2025.110.3427
ANILShots=10-shot2025.110.3388
ANILShots=5-shot2025.110.3343
ANILShots=3-shot2025.110.3342
ANILShots=1-shot2025.110.3015
ProtoNetShots=1-shot2025.110.262
ProtoNetShots=3-shot2025.110.243
ProtoNetShots=5-shot2025.110.2428
ProtoNetShots=10-shot2025.110.2354