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ResearchFormerly WizWand

Classification on DTD (Accuracy, CovGap, MCCC)

9CovGapAPS
8.929.461010.54Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
APSBackbone=ViT-L/14, Alpha=0.1, Folds=102026.069—7
L-APS (naive)Backbone=ViT-L/14, Alpha=0.1, Folds=102026.069—9
L-APSBackbone=ViT-L/14, Alpha=0.1, Folds=102026.069—11
TOPKBackbone=ViT-L/14, Alpha=0.1, Folds=102026.0610—8
L-TOPK (naive)Backbone=ViT-L/14, Alpha=0.1, Folds=102026.0610—12
L-TOPKBackbone=ViT-L/14, Alpha=0.1, Folds=102026.0610—21
LACBackbone=ViT-L/14, Alpha=0.1, Folds=102026.0610—4
L-LAC (naive)Backbone=ViT-L/14, Alpha=0.1, Folds=102026.0610—7
L-LACBackbone=ViT-L/14, Alpha=0.1, Folds=102026.0610—7
RAPSBackbone=ViT-L/14, Alpha=0.1, Folds=102026.0610—5
L-RAPS (naive)Backbone=ViT-L/14, Alpha=0.1, Folds=102026.0610—6
L-RAPSBackbone=ViT-L/14, Alpha=0.1, Folds=102026.0611—8
Zero-Shot AccuracyBackbone=ViT-L/142026.06—53.4—