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ResearchFormerly WizWand

Image Classification on Aircraft (Zero-Shot)

34.53Average Set SizeL-TOPK (naive)
6.148413.516720.88528.2533Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
L-TOPK (naive)Backbone=RN50, Alpha=0.1, Folds=102026.0634.53—
TOPKBackbone=RN50, Alpha=0.1, Folds=102026.0634.2—
L-APS (naive)Backbone=RN50, Alpha=0.1, Folds=102026.0630.75—
L-TOPKBackbone=RN50, Alpha=0.1, Folds=102026.0630.66—
TOPKBackbone=RN101, Alpha=0.12026.0630.3—
APSBackbone=RN50, Alpha=0.1, Folds=102026.0629.74—
L-APSBackbone=RN50, Alpha=0.1, Folds=102026.0629.56—
APSBackbone=RN101, Alpha=0.12026.0628.97—
L-RAPS (naive)Backbone=RN50, Alpha=0.1, Folds=102026.0628.91—
L-TOPKBackbone=RN101, Alpha=0.12026.0628.9—
L-LAC (naive)Backbone=RN50, Alpha=0.1, Folds=102026.0628.82—
L-LACBackbone=RN50, Alpha=0.1, Folds=102026.0628.4—
L-APSBackbone=RN101, Alpha=0.12026.0628.24—
LACBackbone=RN50, Alpha=0.1, Folds=102026.0628.15—
L-TOPK (naive)Backbone=RN101, Alpha=0.12026.0627.97—
L-RAPSBackbone=RN50, Alpha=0.1, Folds=102026.0627.72—
RAPSBackbone=RN50, Alpha=0.1, Folds=102026.0627.58—
LACBackbone=RN101, Alpha=0.12026.0627.37—
L-APS (naive)Backbone=RN101, Alpha=0.12026.0627.34—
L-LACBackbone=RN101, Alpha=0.12026.0626.55—
L-LAC (naive)Backbone=RN101, Alpha=0.12026.0625.8—
RAPSBackbone=RN101, Alpha=0.12026.0625.58—
L-RAPS (naive)Backbone=RN101, Alpha=0.12026.0624.88—
L-RAPSBackbone=RN101, Alpha=0.12026.0624.85—
L-TOPK (naive)Backbone=ViT-L/14, Alpha=0.12026.069.5632.5
TOPKBackbone=ViT-L/14, Alpha=0.12026.069.432.5
L-APS (naive)Backbone=ViT-L/14, Alpha=0.12026.069.2232.5
APSBackbone=ViT-L/14, Alpha=0.12026.068.7432.5
L-APSBackbone=ViT-L/14, Alpha=0.12026.068.5732.5
L-TOPKBackbone=ViT-L/14, Alpha=0.12026.068.432.5
L-RAPS (naive)Backbone=ViT-L/14, Alpha=0.12026.068.1432.5
L-LAC (naive)Backbone=ViT-L/14, Alpha=0.12026.067.8732.5
RAPSBackbone=ViT-L/14, Alpha=0.12026.067.8732.5
L-RAPSBackbone=ViT-L/14, Alpha=0.12026.067.6832.5
LACBackbone=ViT-L/14, Alpha=0.12026.067.432.5
L-LACBackbone=ViT-L/14, Alpha=0.12026.067.2432.5
Zero-Shot AccuracyBackbone=RN502026.06—17
Zero-Shot CLIPBackbone=RN1012026.06—18.1