| Dataset | Long-tailed Imagenet | Long-tailed Places |
| CE | 29.7 | 22.9 |
| Focal Loss | 30.5 | 23.5 |
| CB Loss | 35.8 | 26.4 |
| LDAM loss | 36.3 | 24.7 |
| OTLR | 35.6 | 25.4 |
| BBN | 37.7 | 26.1 |
| DC-Invo | 39.8 | 27.4 |