Fraud Detection on Amazon Movies
80.5F1 ScoreBRIDGE-TOKENXATTN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BRIDGE-TOKENXATTNMethod Category=BRIDGE2025.10 | 80.5 | 87.7 | |
| BRIDGE-GATMethod Category=BRIDGE2025.10 | 80.3 | 88 | |
| BRIDGE-GCNMethod Category=BRIDGE2025.10 | 80.1 | 87.8 | |
| BRIDGE-TFConvMethod Category=BRIDGE2025.10 | 80.1 | 87.6 | |
| TFConvMethod Category=Static Graph Methods + Text Embedding2025.10 | 78.8 | 86.6 | |
| GCNMethod Category=Static Graph Methods + Text Embedding2025.10 | 78.5 | 86 | |
| GATMethod Category=Static Graph Methods + Text Embedding2025.10 | 78.3 | 85.9 | |
| Sentence-BERTMethod Category=Text Embedding Model2025.10 | 75.7 | 83.1 | |
| TGNMethod Category=Temporal Graph Methods2025.10 | 75.5 | 82.9 | |
| TCLMethod Category=Temporal Graph Methods2025.10 | 74.8 | 82.5 | |
| DyRepMethod Category=Temporal Graph Methods2025.10 | 74.7 | 82.3 | |
| TPNetMethod Category=Temporal Graph Methods2025.10 | 72.3 | 79.2 | |
| GraphMixerMethod Category=Temporal Graph Methods2025.10 | 69.1 | 74.4 | |
| NATMethod Category=Temporal Graph Methods2025.10 | 51.2 | 40.9 | |
| TFConvMethod Category=Static Graph Methods2025.10 | 44.8 | 41.2 | |
| GCNMethod Category=Static Graph Methods2025.10 | 43.8 | 31.5 | |
| GATMethod Category=Static Graph Methods2025.10 | 43.8 | 37.9 |