Node Anomaly Detection on Yelp (semi-supervised)
68.69AUPRCCARE-GNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CARE-GNNNumber of runs=102023.06 | 68.69 | 91.19 | 65.35 | |
| HGTNumber of runs=102023.06 | 28.49 | 72.83 | 31.59 | |
| RGCNNumber of runs=102023.06 | 26.46 | 72.2 | 28.54 | |
| GATNumber of runs=102023.06 | 25.03 | 65.56 | 28.08 | |
| XGB-GraphNumber of runs=102023.06 | 24.84 | 64.03 | 26.81 | |
| XGB-Graphsetting=semi-supervised, hyperparameters=default2023.06 | 24.8 | 64 | 26.8 | |
| BWGNNNumber of runs=102023.06 | 23.66 | 64.3 | 26.44 | |
| MLPsetting=semi-supervised, hyperparameters=default2023.06 | 23.6 | 64.7 | 26.5 | |
| RF-Graphsetting=semi-supervised, hyperparameters=default2023.06 | 23.6 | 61.6 | 24.3 | |
| H2DetectorNumber of runs=102023.06 | 22.23 | 67.28 | 24.08 |