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ResearchFormerly WizWand

Imbalanced Classification on IMDb-Custom (test)

72.96Macro F1ART
68.207269.441170.67571.9089Aug 31, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ARTMethod Category=Hybrid Methods2025.0872.96
BaselineMethod Category=Baseline2025.0872.58
Focal LossMethod Category=Loss-based Methods2025.0872.47
Cost-Sensitive LearningMethod Category=Loss-based Methods2025.0872.2
OHEMMethod Category=Loss-based Methods2025.0871.97
ROSMethod Category=Resampling Based Methods2025.0871.66
LDAM+DRWMethod Category=Loss-based Methods2025.0870.25
BALMSMethod Category=Hybrid Methods2025.0870.18
RUSMethod Category=Resampling Based Methods2025.0868.39