Multi-label Classification on PubMed Medium
41.14Micro-F1DB
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DBloss_function=distribution balanced loss2021.09 | 41.14 | 15.33 | |
| CB-NTRloss_function=class balanced FL with negative regularization2021.09 | 37.18 | 13.43 | |
| NTR-FLloss_function=negative-tolerant regularization FL2021.09 | 33.14 | 11.39 | |
| DB-0FLloss_function=distribution balance with no FL2021.09 | 31.06 | 10.02 | |
| R-FLloss_function=rebalanced focal loss2021.09 | 30.32 | 9.7 | |
| FLloss_function=focal loss2021.09 | 26.39 | 8.15 | |
| CBloss_function=class balanced focal loss2021.09 | 24.5 | 7.39 | |
| SVMmodel_type=one-vs-rest SVM2021.09 | 19.78 | 5.62 | |
| BCEloss_function=binary cross entropy2021.09 | 0 | 0 |