Fraud Detection on IEEE-CIS (test)
94.06AUCCFA AvgScore
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CFA AvgScoreSelected by=Val AUC, Comb.=DEF2026.06 | 94.06 | — | — | — | 66.94 | 63.19 | |
| CFA WtScoreSelected by=Val AUPRC, Comb.=DEF2026.06 | 94.05 | — | — | — | 66.99 | 63.73 | |
| CFA WtScoreSelected by=Val F1, Comb.=DEF2026.06 | 94.05 | — | — | — | 66.99 | 63.73 | |
| DDPMData Type=Generative Synthesis2025.12 | 82.4 | 78.7 | 28.6 | 41.9 | — | — | |
| WGAN-GPData Type=Generative Synthesis2025.12 | 79.5 | 75.3 | 21.7 | 33.6 | — | — | |
| Dataset Distillation via Random Forest Leaf SamplingData Type=Combined Synthesized Data2025.12 | 64.3 | 91 | 28.7 | 97.4 | — | — | |
| Random DataData Type=Random Baseline2025.12 | 49.8 | 3.5 | 49.4 | 50.2 | — | — |