Binary Classification on Ethereum Stablecoin Flows
100AUROCRandom Forest
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random ForestFeature Engineering=StableAML2026.02 | 100 | 99.97 | 99.94 | 99.88 | |
| CatBoostFeature Engineering=StableAML2026.02 | 100 | 99.95 | 99.91 | 100 | |
| LightGBMFeature Engineering=StableAML2026.02 | 100 | 99.98 | 99.97 | 100 | |
| XGBoostFeature Engineering=StableAML2026.02 | 100 | 99.93 | 99.88 | 99.94 | |
| Logistic RegressionFeature Engineering=StableAML2026.02 | 99.97 | 99.53 | 99.18 | 99.59 | |
| DNNFeature Engineering=StableAML2026.02 | 99.94 | 99.98 | 99.97 | 99.94 | |
| GNNFeature Engineering=StableAML2026.02 | 99.74 | 99.29 | 98.86 | 98.97 |