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ResearchFormerly WizWand

Zero-shot Image Classification on CIFAR-10

89.86Zero-shot AccuracyTIFS
6.930428.460249.9971.5198May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TIFSBackbone=RN1012026.0589.86100
TIFSBackbone=RN502026.0583.8100
OriginalBackbone=RN1012026.0573.82—
CLIP-LIPBackbone=RN1012026.0570.0894.93
ICEDBackbone=RN1012026.0570.0294.85
OriginalBackbone=RN502026.0568.84—
CLIP-LIPBackbone=RN502026.0567.7798.45
ICEDBackbone=RN502026.0565.0694.51
GABackbone=RN1012026.0518.7325.37
EMMNBackbone=RN1012026.0517.3123.45
FTBackbone=RN1012026.0515.7821.38
GABackbone=RN502026.0514.0820.45
FisherBackbone=RN1012026.0513.4418.21
FTBackbone=RN502026.0512.2617.81
LIPBackbone=RN1012026.0511.8916.11
EMMNBackbone=RN502026.0511.7517.07
LIPBackbone=RN502026.0510.4615.19
FisherBackbone=RN502026.0510.1214.7