Image Classification on BFFHQ (Relative Improvement)
8.53Relative Accuracy ImprovementEnhanced-W2S
Evaluation Results
| Method | Links | |
|---|---|---|
| Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=DINOv2/Clipb322025.09 | 8.53 | |
| Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=DINOv2/ResNet182025.09 | 8.42 | |
| Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=DINOv2/ConvNeXt2025.09 | 6.85 | |
| Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=Clipb32/ResNet182025.09 | 6.54 | |
| Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=Clipb32/MAE2025.09 | 5.12 | |
| Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=DINOv2/MAE2025.09 | 4.93 | |
| Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=DINOv2/MAE2025.09 | 4.56 | |
| Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=ConvNeXt/Clipb322025.09 | 4.05 | |
| Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=DINOv2/ConvNeXt2025.09 | 3.92 | |
| Enhanced-W2Sη_l=0.5, η_u=η_o, Teacher-Student pair=DINOv2/Clipb322025.09 | 2.75 | |
| Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=ConvNeXt/Clipb322025.09 | 2.09 | |
| Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=Clipb32/ResNet182025.09 | 2.06 | |
| Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=DINOv2/ResNet182025.09 | 2.02 | |
| Enhanced-W2Sη_l=η_o, η_u=0.5, Teacher-Student pair=Clipb32/MAE2025.09 | -1.37 |