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ResearchFormerly WizWand

Image Classification on Pets (Zero-Shot)

2.01Average Set SizeL-APS (naive)
0.90761.19381.481.7662Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
L-APS (naive)Backbone=RN50, Alpha=0.1, Folds=102026.062.01—
L-RAPS (naive)Backbone=RN50, Alpha=0.1, Folds=102026.062.01—
TOPKBackbone=RN101, Alpha=0.12026.062—
TOPKBackbone=RN50, Alpha=0.1, Folds=102026.062—
L-TOPK (naive)Backbone=RN50, Alpha=0.1, Folds=102026.062—
RAPSBackbone=RN50, Alpha=0.1, Folds=102026.061.99—
L-RAPSBackbone=RN50, Alpha=0.1, Folds=102026.061.98—
APSBackbone=RN50, Alpha=0.1, Folds=102026.061.97—
L-APSBackbone=RN50, Alpha=0.1, Folds=102026.061.96—
L-APSBackbone=RN101, Alpha=0.12026.061.87—
APSBackbone=RN101, Alpha=0.12026.061.86—
RAPSBackbone=RN101, Alpha=0.12026.061.85—
L-RAPSBackbone=RN101, Alpha=0.12026.061.83—
L-APS (naive)Backbone=RN101, Alpha=0.12026.061.82—
L-RAPS (naive)Backbone=RN101, Alpha=0.12026.061.81—
L-TOPKBackbone=RN50, Alpha=0.1, Folds=102026.061.52—
L-TOPKBackbone=RN101, Alpha=0.12026.061.5—
L-APS (naive)Backbone=ViT-L/14, Alpha=0.12026.061.3593.5
APSBackbone=ViT-L/14, Alpha=0.12026.061.3393.5
L-APSBackbone=ViT-L/14, Alpha=0.12026.061.3393.5
L-RAPS (naive)Backbone=ViT-L/14, Alpha=0.12026.061.3193.5
L-LAC (naive)Backbone=RN50, Alpha=0.1, Folds=102026.061.3—
RAPSBackbone=ViT-L/14, Alpha=0.12026.061.2993.5
L-RAPSBackbone=ViT-L/14, Alpha=0.12026.061.2993.5
L-LACBackbone=RN50, Alpha=0.1, Folds=102026.061.28—
LACBackbone=RN50, Alpha=0.1, Folds=102026.061.27—
L-LACBackbone=RN101, Alpha=0.12026.061.23—
LACBackbone=RN101, Alpha=0.12026.061.21—
L-LAC (naive)Backbone=RN101, Alpha=0.12026.061.17—
TOPKBackbone=ViT-L/14, Alpha=0.12026.06193.5
L-TOPK (naive)Backbone=ViT-L/14, Alpha=0.12026.06193.5
L-TOPKBackbone=ViT-L/14, Alpha=0.12026.06193.5
L-TOPK (naive)Backbone=RN101, Alpha=0.12026.061—
L-LAC (naive)Backbone=ViT-L/14, Alpha=0.12026.060.9693.5
L-LACBackbone=ViT-L/14, Alpha=0.12026.060.9693.5
LACBackbone=ViT-L/14, Alpha=0.12026.060.9593.5
Zero-Shot AccuracyBackbone=RN502026.06—85.7
Zero-Shot CLIPBackbone=RN1012026.06—86.9