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ResearchFormerly WizWand

Credit Risk Prediction

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Real-world credit dataset

47.5Precision

56

Jun 11, 2026

German Credit (test)

69.7Clean Accuracy

31

Feb 26, 2026

Home Credit Default Risk

GNN-Enhanced LightGBM

0.782ROC AUC

21

Apr 21, 2026

AutoL 12th iteration (production)

0.725AUC

2

Feb 26, 2026

SBA Q12 12th iteration (production)

0.948AUC

2

Feb 26, 2026

P2P 12th iteration (production)

0.701AUC

2

Feb 26, 2026