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ResearchFormerly WizWand

Image Classification on STL-10 (High-budget regime, cycles 14-20)

99AULCBoSS
95.77696.61397.4598.287Mar 13, 2026
Updated 8mo ago

Evaluation results

MethodLinks
BoSSBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0399
BAITBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0398.9
MarginBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0398.8
BADGEBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0398.7
AlfaMixBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0398.7
DropQueryBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0398.6
CoreSetsBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0397.7
TypiClustBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0397.1
RandomBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0395.9