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Image Classification on CIFAR-100 High-budget regime cycles 14-20

79.7AULCBoSS
74.91676.15877.478.642Mar 13, 2026

Evaluation results

MethodLinks
BoSSBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0379.7
BAITBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0378.3
BADGEBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0377.5
AlfaMixBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0377.5
MarginBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0377.1
TypiClustBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0376.6
DropQueryBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0376.3
RandomBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0375.9
CoreSetsBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.0375.1