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Image Classification on ImageNet 16-shot 25% label corruption

68.62AccuracySCAN
63.856865.093466.3367.5666May 16, 2025

Evaluation results

MethodLinks
SCANNumber of shots=162025.0568.62
SimNLNumber of shots=16, Reweighting=true2025.0565.16
SimNLNumber of shots=16, Reweighting=false2025.0564.77
Tip-Adapter-FNumber of shots=16, Reweighting=true2025.0564.55
Tip-Adapter-FNumber of shots=16, Reweighting=false2025.0564.04