Fraud detection on Amazon Electronics
50Max F1 ScoreBRIDGE-TFConv
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BRIDGE-TFConvMethod Category=BRIDGE2025.10 | 50 | 50.1 | |
| BRIDGE-TOKENXATTNMethod Category=BRIDGE2025.10 | 49 | 49.4 | |
| BRIDGE-GCNMethod Category=BRIDGE2025.10 | 48.9 | 48.3 | |
| BRIDGE-GATMethod Category=BRIDGE2025.10 | 47.3 | 46.1 | |
| TGNMethod Category=Temporal Graph Methods2025.10 | 46.8 | 46.9 | |
| TFConvMethod Category=Static Graph Methods + Text Embedding2025.10 | 46.7 | 45.1 | |
| DyRepMethod Category=Temporal Graph Methods2025.10 | 46.5 | 46.3 | |
| Sentence-BERTMethod Category=Text Embedding Model2025.10 | 46.4 | 45.5 | |
| GATMethod Category=Static Graph Methods + Text Embedding2025.10 | 46 | 44.6 | |
| GCNMethod Category=Static Graph Methods + Text Embedding2025.10 | 46 | 45 | |
| TPNetMethod Category=Temporal Graph Methods2025.10 | 40.1 | 35.8 | |
| GraphMixerMethod Category=Temporal Graph Methods2025.10 | 32.7 | 26 | |
| TCLMethod Category=Temporal Graph Methods2025.10 | 32.6 | 45.5 | |
| NATMethod Category=Temporal Graph Methods2025.10 | 18.2 | 10.6 | |
| GATMethod Category=Static Graph Methods2025.10 | 12.2 | 6.6 | |
| GCNMethod Category=Static Graph Methods2025.10 | 11.9 | 8.2 | |
| TFConvMethod Category=Static Graph Methods2025.10 | 11.7 | 8.2 |