Image Classification on AA-Central (test)
0.9231Top-1 AccuracyLDAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LDAMOversampling Strategy=Random Selection2025.12 | 0.9231 | 0.6785 | |
| TaxoNetMargin Type=Base Margin Only, Oversampling Strategy=No Oversampling2025.12 | 0.9212 | 0.6391 | |
| AM-Softmax2025.12 | 0.9207 | 0.6477 | |
| TaxoNetMargin Type=Dual-Margin, Oversampling Strategy=Random Selection2025.12 | 0.92 | 0.6756 | |
| TaxoNetMargin Type=Dual-Margin, Oversampling Strategy=Norm-Guided Selection, Regularization=true2025.12 | 0.9192 | 0.729 | |
| TaxoNetMargin Type=Dual-Margin, Oversampling Strategy=Norm-Guided Selection2025.12 | 0.9184 | 0.6948 | |
| Standard CE2025.12 | 0.9159 | 0.6355 | |
| CBLOversampling Strategy=Random Selection2025.12 | 0.9146 | 0.6759 | |
| TaxoNetMargin Type=Dual-Margin, Oversampling Strategy=No Oversampling2025.12 | 0.913 | 0.6759 | |
| LAOversampling Strategy=Random Selection2025.12 | 0.903 | 0.669 |