Long-tailed classification on Synthetic balanced long-tailed sample 30:1 ratio (test)
62.9Balanced AccuracyLogit adjustment
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Logit adjustmentLoss type=Logit adjustment2026.06 | 62.9 | 1.128 | 51.7 | 5.1 | |
| Balanced SoftmaxLoss type=Balanced Softmax2026.06 | 62.9 | 1.128 | 51.7 | 5.1 | |
| CB-CELoss type=CB-CE2026.06 | 62.8 | 1.158 | 51.4 | 5.8 | |
| LDAMLoss type=LDAM2026.06 | 61.3 | 1.663 | 71.9 | 37.6 | |
| CELoss type=CE2026.06 | 16.4 | 2.295 | 89.8 | 4.2 | |
| CAPMLoss type=CAPM2026.06 | 16.3 | 2.295 | 89.8 | 3.5 | |
| APMSLoss type=APMS2026.06 | 16.2 | 2.295 | 89.8 | 3.7 | |
| HPGLoss type=HPG2026.06 | 16.2 | 2.295 | 89.8 | 3.6 |