Image Classification on STL-10 (High-budget regime, cycles 14-20)
99AULCBoSS
Evaluation Results
| Method | Links | |
|---|---|---|
| BoSSBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 99 | |
| BAITBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 98.9 | |
| MarginBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 98.8 | |
| BADGEBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 98.7 | |
| AlfaMixBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 98.7 | |
| DropQueryBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 98.6 | |
| CoreSetsBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 97.7 | |
| TypiClustBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 97.1 | |
| RandomBackbone=DINOv2-ViT-S/14, Input Features=DINOv2, Budget Regime=High (cycles 14-20)2026.03 | 95.9 |