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ResearchFormerly WizWand

Zero-Shot Image Classification on Flower102

10.1Average Set SizeTOPK
1.64483.83996.0358.2301Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TOPKBackbone=RN101, Alpha=0.12026.0610.1—
L-TOPKBackbone=RN101, Alpha=0.12026.068.47—
L-TOPK (naive)Backbone=RN101, Alpha=0.12026.068.09—
APSBackbone=RN101, Alpha=0.12026.067.99—
L-LACBackbone=RN101, Alpha=0.12026.067.86—
L-APSBackbone=RN101, Alpha=0.12026.067.86—
RAPSBackbone=RN101, Alpha=0.12026.067.11—
L-APS (naive)Backbone=RN101, Alpha=0.12026.067.01—
L-RAPSBackbone=RN101, Alpha=0.12026.066.65—
LACBackbone=RN101, Alpha=0.12026.066.49—
L-RAPS (naive)Backbone=RN101, Alpha=0.12026.066.21—
L-LAC (naive)Backbone=RN101, Alpha=0.12026.065.45—
TOPKBackbone=ViT-L/14, Alpha=0.12026.064.179.6
L-TOPK (naive)Backbone=ViT-L/14, Alpha=0.12026.063.779.6
L-APSBackbone=ViT-L/14, Alpha=0.12026.063.0779.6
APSBackbone=ViT-L/14, Alpha=0.12026.063.0479.6
L-APS (naive)Backbone=ViT-L/14, Alpha=0.12026.063.0479.6
L-RAPS (naive)Backbone=ViT-L/14, Alpha=0.12026.062.8979.6
RAPSBackbone=ViT-L/14, Alpha=0.12026.062.8879.6
L-RAPSBackbone=ViT-L/14, Alpha=0.12026.062.879.6
L-TOPKBackbone=ViT-L/14, Alpha=0.12026.062.7879.6
L-LAC (naive)Backbone=ViT-L/14, Alpha=0.12026.062.0579.6
LACBackbone=ViT-L/14, Alpha=0.12026.062.0379.6
L-LACBackbone=ViT-L/14, Alpha=0.12026.061.9779.6
Zero-Shot CLIPBackbone=RN1012026.06—64.4