Anomaly Detection on Bitcoin Mixing WasabiWallet dataset
98.65AccuracyXGBoost
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBooststatus=core detection model2025.10 | 98.65 | 98.64 | 98.65 | 98.64 | 0.9987 | |
| LightGBM2025.10 | 98.41 | 98.48 | 98.41 | 98.43 | 0.9991 | |
| Random Forest2025.10 | 97.98 | 97.97 | 97.98 | 97.97 | 0.9973 | |
| FT-Transformer2025.10 | 93.39 | 94.98 | 93.39 | 93.74 | 0.9919 | |
| ResNet2025.10 | 91.59 | 94.22 | 91.59 | 92.16 | 0.9781 |