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ResearchFormerly WizWand

Image Classification on BG-COCO

24.01Relative Accuracy Improvement (%)Enhanced-W2S
-4.62122.811910.24517.6781Sep 28, 2025
Updated 7mo ago

Evaluation results

MethodLinks
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=DINOv2/MAE2025.0924.01
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=DINOv2/Clipb322025.0916.99
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=ConvNeXt/MAE2025.0915.25
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=DINOv2/Clipb322025.0913.4
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=DINOv2/ResNet182025.0912.88
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=Clipb32/MAE2025.0912.43
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=DINOv2/ResNet182025.0912.25
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=DINOv2/ConvNeXt2025.0910.21
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=ConvNeXt/Clipb322025.099.82
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=ConvNeXt/ResNet182025.096.49
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=DINOv2/ConvNeXt2025.095.38
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=ResNet18/MAE2025.093.7
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=Clipb32/ResNet182025.093.48
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=ConvNeXt/Clipb322025.093.41
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=Clipb32/ResNet182025.093.39
Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=ResNet18/MAE2025.092.05
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=ConvNeXt/ResNet182025.091.21
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=Clipb32/MAE2025.090.31
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=ConvNeXt/MAE2025.09-3.07
Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=DINOv2/MAE2025.09-3.52