Fraud detection on Amazon Clothing
38.4Max F1BRIDGE-GCN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BRIDGE-GCNMethod Category=BRIDGE2025.10 | 38.4 | 36.6 | |
| BRIDGE-TOKENXATTNMethod Category=BRIDGE2025.10 | 38.2 | 34.3 | |
| GCNMethod Category=Static Graph Methods + Text Embedding2025.10 | 38 | 35.9 | |
| GATMethod Category=Static Graph Methods + Text Embedding2025.10 | 37.9 | 35.8 | |
| BRIDGE-GATMethod Category=BRIDGE2025.10 | 37.9 | 35.6 | |
| TFConvMethod Category=Static Graph Methods + Text Embedding2025.10 | 37.8 | 35.4 | |
| BRIDGE-TFConvMethod Category=BRIDGE2025.10 | 37.3 | 34.2 | |
| Sentence-BERTMethod Category=Text Embedding Model2025.10 | 36.1 | 34.1 | |
| TGNMethod Category=Temporal Graph Methods2025.10 | 35 | 33.5 | |
| DyRepMethod Category=Temporal Graph Methods2025.10 | 34 | 33.2 | |
| TPNetMethod Category=Temporal Graph Methods2025.10 | 20.2 | 15.6 | |
| GraphMixerMethod Category=Temporal Graph Methods2025.10 | 19.8 | 15.6 | |
| TCLMethod Category=Temporal Graph Methods2025.10 | 14.9 | 27.5 | |
| NATMethod Category=Temporal Graph Methods2025.10 | 8.8 | 4.1 | |
| GATMethod Category=Static Graph Methods2025.10 | 5.7 | 2.5 | |
| GCNMethod Category=Static Graph Methods2025.10 | 5.4 | 2.6 | |
| TFConvMethod Category=Static Graph Methods2025.10 | 5.3 | 2.6 |