Multi-label classification on Reuters-21578 (Tail)
0.4889Micro-F1DB
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DBloss_function=distribution balanced loss2021.09 | 0.4889 | 0.3139 | |
| CB-NTRloss_function=class balanced FL with negative regularization2021.09 | 0.4632 | 0.3231 | |
| NTR-FLloss_function=negative-tolerant regularization FL2021.09 | 0.3951 | 0.2233 | |
| DB-0FLloss_function=distribution balance with no FL2021.09 | 0.3117 | 0.1905 | |
| FLloss_function=focal loss2021.09 | 0.274 | 0.1537 | |
| R-FLloss_function=rebalanced focal loss2021.09 | 0.25 | 0.1422 | |
| CBloss_function=class balanced focal loss2021.09 | 0.2308 | 0.0993 | |
| SVMmodel_type=one-vs-rest SVM2021.09 | 0.2254 | 0.1383 | |
| BCEloss_function=binary cross entropy2021.09 | 0 | 0 |