Node Classification on Actor Poisoned (Accuracy, Avg. Drop)
39.19AccuracyASPECT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ASPECTPoisoning protocol=Metattack, Attack rate=10%2026.04 | 39.19 | 7.03 | |
| PolyGCLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 37.35 | 14.68 | |
| S3GCLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 36.03 | 13.12 | |
| GREETPoisoning protocol=Metattack, Attack rate=10%2026.04 | 34.46 | 9.61 | |
| GBTPoisoning protocol=Metattack, Attack rate=10%2026.04 | 33.1 | 10.71 | |
| ARIELPoisoning protocol=Metattack, Attack rate=10%2026.04 | 32.33 | 10.45 | |
| GCAPoisoning protocol=Metattack, Attack rate=10%2026.04 | 31.87 | 12.68 | |
| GraphCLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 31.04 | 12.65 | |
| GRACEPoisoning protocol=Metattack, Attack rate=10%2026.04 | 30.78 | 10.03 | |
| SP-GCLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 30.77 | 12.29 | |
| CCA-SSGPoisoning protocol=Metattack, Attack rate=10%2026.04 | 30.7 | 12.57 | |
| RDGIPoisoning protocol=Metattack, Attack rate=10%2026.04 | 30.37 | 10.03 | |
| GGDPoisoning protocol=Metattack, Attack rate=10%2026.04 | 30.29 | 11.89 | |
| DGIPoisoning protocol=Metattack, Attack rate=10%2026.04 | 30.28 | 9.11 | |
| BGRLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 30.19 | 13.62 | |
| GMIPoisoning protocol=Metattack, Attack rate=10%2026.04 | 28.88 | 12.14 | |
| MVGRLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 27 | 10.35 |