Fraud Detection on CCFRAUD
0.66F1 ScoreTabM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TabM2025.12 | 0.66 | 0.65 | 0.71 | 0.62 | |
| FinFRE-RAGBase Model=Gemma 3-12B2025.12 | 0.59 | 0.57 | 0.6 | 0.59 | |
| FinFRE-RAGBase Model=Gemma 3-27B2025.12 | 0.55 | 0.53 | 0.57 | 0.54 | |
| FinFRE-RAGBase Model=GPT-OSS-120B2025.12 | 0.53 | 0.51 | 0.63 | 0.46 | |
| Random Forest2025.12 | 0.52 | 0.52 | 0.39 | 0.82 | |
| FinFRE-RAGBase Model=GPT-OSS-20B2025.12 | 0.51 | 0.49 | 0.54 | 0.49 | |
| FinFRE-RAGBase Model=Qwen3-14B2025.12 | 0.48 | 0.46 | 0.59 | 0.41 | |
| FinFRE-RAGBase Model=Qwen3-Next-80B2025.12 | 0.48 | 0.45 | 0.43 | 0.55 | |
| XGBoost2025.12 | 0.48 | 0.5 | 0.32 | 0.92 | |
| Qwen3-14B2025.12 | 0.14 | 0.09 | 0.07 | 0.8 | |
| GPT-OSS-120B2025.12 | 0.14 | 0.08 | 0.08 | 0.77 | |
| Gemma 3-12B2025.12 | 0.13 | 0.09 | 0.07 | 0.97 | |
| Qwen3-Next-80B2025.12 | 0.12 | 0.04 | 0.06 | 0.99 | |
| Gemma 3-27B2025.12 | 0.12 | 0.05 | 0.06 | 0.99 | |
| GPT-OSS-20B2025.12 | 0.12 | 0.04 | 0.07 | 0.83 |