Image Classification on CIFAR-10 High-budget regime cycles 14-20
95.1AULCBoSS
Evaluation results
| Method | Links | |
|---|---|---|
| BoSSBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 95.1 | |
| BAITBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 94.2 | |
| BADGEBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 93.8 | |
| AlfaMixBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 93.7 | |
| MarginBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 93.6 | |
| DropQueryBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 93.3 | |
| TypiClustBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 93 | |
| RandomBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 91.9 | |
| CoreSetsBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 91.9 |