Multi-label classification on Reuters-21578 (Medium)
80.25Micro-F1DB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DBloss_function=distribution balanced loss2021.09 | 80.25 | 77.01 | |
| NTR-FLloss_function=negative-tolerant regularization FL2021.09 | 79.35 | 75.34 | |
| CB-NTRloss_function=class balanced FL with negative regularization2021.09 | 78.42 | 72.98 | |
| DB-0FLloss_function=distribution balance with no FL2021.09 | 77.33 | 71.11 | |
| FLloss_function=focal loss2021.09 | 76.16 | 70.63 | |
| R-FLloss_function=rebalanced focal loss2021.09 | 72.86 | 66.69 | |
| CBloss_function=class balanced focal loss2021.09 | 71.64 | 66.61 | |
| SVMmodel_type=one-vs-rest SVM2021.09 | 66.92 | 61 | |
| BCEloss_function=binary cross entropy2021.09 | 66.28 | 57.26 |