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ResearchFormerly WizWand

Multi-label Classification on PubMed Medium

41.14Micro-F1DB
-1.64569.462220.5731.6778Sep 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DBloss_function=distribution balanced loss2021.0941.1415.33
CB-NTRloss_function=class balanced FL with negative regularization2021.0937.1813.43
NTR-FLloss_function=negative-tolerant regularization FL2021.0933.1411.39
DB-0FLloss_function=distribution balance with no FL2021.0931.0610.02
R-FLloss_function=rebalanced focal loss2021.0930.329.7
FLloss_function=focal loss2021.0926.398.15
CBloss_function=class balanced focal loss2021.0924.57.39
SVMmodel_type=one-vs-rest SVM2021.0919.785.62
BCEloss_function=binary cross entropy2021.0900