Credit Card Fraud Detection on Kaggle Credit Card Fraud Detection Kartik Shenoy (test)
97.58PrecisionVAE-GAN+CPAC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VAE-GAN+CPACWork=Ours, Classifier=XGBoost, Setup=Compared against Shi et al. [43] setup/splits2025.07 | 97.58 | 90.24 | 93.6 | 97.83 | |
| VAE-GAN+CPACWork=Ours, Classifier=XGBoost, Setup=Compared against Ahmed et al. [44] setup/splits2025.07 | 95.44 | 90.81 | 93 | 98.1 | |
| Ahmed et al.Work=Ahmed et al. [44] (2025), Classifier=XGBoost, Setup=Original baseline setup and splits2025.07 | 93.75 | 76.53 | 84.27 | 97.37 | |
| Shi et al.Work=Shi et al. [43] (2025), Classifier=XGBoost, Setup=Original baseline setup and splits2025.07 | 79.5 | 78.86 | 79.18 | 97.56 |