Multi-label classification on PubMed (Tail)
0.2419Micro-F1DB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DBloss_function=distribution balanced loss2021.09 | 0.2419 | 3.08 | |
| CB-NTRloss_function=class balanced FL with negative regularization2021.09 | 0.2415 | 2.97 | |
| NTR-FLloss_function=negative-tolerant regularization FL2021.09 | 0.1586 | 1.82 | |
| DB-0FLloss_function=distribution balance with no FL2021.09 | 0.1423 | 1.49 | |
| R-FLloss_function=rebalanced focal loss2021.09 | 0.1145 | 1.15 | |
| CBloss_function=class balanced focal loss2021.09 | 0.0992 | 1.01 | |
| FLloss_function=focal loss2021.09 | 0.0858 | 0.86 | |
| SVMmodel_type=one-vs-rest SVM2021.09 | 0.0694 | 0.67 | |
| BCEloss_function=binary cross entropy2021.09 | 0 | 0 |