Fraud Detection on Ethereum Fraud Detection Dataset
85.5F1 ScoreFedSage+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedSage+2026.01 | 85.5 | 92.8 | 79.4 | |
| Local GNN2026.01 | 78.5 | 85.8 | 72.3 | |
| FedAvg2026.01 | 64 | 52.3 | 83 | |
| FedGraph-VASP2026.01 | 63.5 | 52.4 | 81.3 |
| Method | Links | |||
|---|---|---|---|---|
| FedSage+2026.01 | 85.5 | 92.8 | 79.4 | |
| Local GNN2026.01 | 78.5 | 85.8 | 72.3 | |
| FedAvg2026.01 | 64 | 52.3 | 83 | |
| FedGraph-VASP2026.01 | 63.5 | 52.4 | 81.3 |