Fraud Detection on CM proprietary (1% train ratio)
0.9397AUCADC-GNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ADC-GNNTraining ratio=1%, Random seed=722026.06 | 0.9397 | 82.69 | |
| DIG-In-GNNTraining ratio=1%, Random seed=722026.06 | 0.8828 | 59.49 | |
| CGNNTraining ratio=1%, Random seed=722026.06 | 0.8824 | 77.08 | |
| UniGADTraining ratio=1%, Random seed=722026.06 | 0.8819 | 76.92 | |
| ConsisGADTraining ratio=1%, Random seed=722026.06 | 0.8815 | 77.2 | |
| CGADTraining ratio=1%, Random seed=722026.06 | 0.8796 | 77.24 | |
| ARCTraining ratio=1%, Random seed=722026.06 | 0.8788 | 76.05 | |
| GTANTraining ratio=1%, Random seed=722026.06 | 0.8782 | 76.96 | |
| COFDTraining ratio=1%, Random seed=722026.06 | 0.8733 | 73.57 | |
| BW-GNNTraining ratio=1%, Random seed=722026.06 | 0.8583 | 73.74 | |
| GWNNTraining ratio=1%, Random seed=722026.06 | 0.8442 | 66.54 | |
| GHRNTraining ratio=1%, Random seed=722026.06 | 0.8424 | 74.5 | |
| PC-GNNTraining ratio=1%, Random seed=722026.06 | 0.8384 | 55.97 | |
| CARE-GNNTraining ratio=1%, Random seed=722026.06 | 0.8258 | 67.23 | |
| ChebyNetTraining ratio=1%, Random seed=722026.06 | 0.8161 | 73.09 | |
| GINTraining ratio=1%, Random seed=722026.06 | 0.6912 | 54.12 |