Binary Classification on Homecredit default TabReD 1.1M (temporal)
87.37ROC-AUCTabM
Evaluation results
| Method | Links | |
|---|---|---|
| TabMTraining set size=1.1M, #Features=696, Evaluation protocol=reused tuned hyperparameters2026.07 | 87.37 | |
| XGBoostTraining set size=1.1M, #Features=696, Evaluation protocol=reused tuned hyperparameters2026.07 | 87.28 | |
| TabPackTraining set size=1.1M, #Features=696, Evaluation protocol=single-run tuning-free workflow, pbase=4, pens=82026.07 | 86.93 | |
| MLPTraining set size=1.1M, #Features=696, Evaluation protocol=reused tuned hyperparameters2026.07 | 86.89 | |
| TabPFN-3Training set size=1.1M, #Features=6962026.07 | 84.94 |