TILBench: A Systematic Benchmark for Tabular Imbalanced Learning Across Data Regimes

Ruizhe Liu, Jiaqi Luo

Imbalanced learning remains a fundamental challenge in tabular data applications. Despite decades of research and numerous proposed algorithms, a systematic empirical understanding…