Image Classification on AA-West (test)
85.96Top-1 RecallLDAM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LDAMOversampling Strategy=Random Selection2025.12 | 85.96 | 62.82 | |
| TaxoNetMargin Type=Dual-Margin, Oversampling Strategy=Norm-Guided Selection, Regularization=true2025.12 | 85.94 | 67.67 | |
| TaxoNetMargin Type=Dual-Margin, Oversampling Strategy=Norm-Guided Selection2025.12 | 85.72 | 65.49 | |
| AM-Softmax2025.12 | 84.99 | 60.88 | |
| TaxoNetMargin Type=Base Margin Only, Oversampling Strategy=No Oversampling2025.12 | 84.8 | 60.81 | |
| TaxoNetMargin Type=Dual-Margin, Oversampling Strategy=No Oversampling2025.12 | 84.37 | 63.15 | |
| CBLOversampling Strategy=Random Selection2025.12 | 84.36 | 62.72 | |
| TaxoNetMargin Type=Dual-Margin, Oversampling Strategy=Random Selection2025.12 | 84.36 | 63.12 | |
| LAOversampling Strategy=Random Selection2025.12 | 84.08 | 61.95 | |
| Standard CE2025.12 | 83.44 | 59.24 |