Fraud Detection on User 10M (test)
99.79AUROCLSTM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LSTMParams=84.7M2026.06 | 99.79 | 97.83 | 97.75 | 99.82 | 95.77 | |
| TemporalParams=84.8M2026.06 | 99.61 | 96.92 | 96.26 | 97.77 | 94.79 | |
| ConcatParams=84.8M2026.06 | 99.54 | 96.72 | 92.27 | 89.8 | 94.88 | |
| FullParams=104.3M2026.06 | 99.5 | 96.11 | 95.36 | 97.63 | 93.19 | |
| GatedParams=85.3M2026.06 | 99.48 | 96.18 | 96.39 | 98.87 | 94.03 | |
| CrossParams=103.7M2026.06 | 98.84 | 92.58 | 73.21 | 61.04 | 91.44 | |
| Flat TransformerParams=83.7M2026.06 | 81.74 | 42.53 | 19.14 | 11.64 | 53.8 | |
| XGBoost2026.06 | 74.05 | 24.68 | 7.5 | 4.02 | 56.63 |