WBCBench 2026 Challenge: Tackling Extreme Class Imbalance in White Blood Cell Classification
分析
The WBCBench 2026 challenge showcases innovative approaches to classifying white blood cells under extreme imbalance, highlighting the potential for AI to revolutionize medical diagnostics.
关键要点
- •FDVTS_WBC and PathMedAI took the top two spots with contrasting approaches.
- •The challenge focuses on classifying 13 types of white blood cells from microscope images.
- •Macro-averaged F1 score is used to evaluate model performance under extreme imbalance conditions.