Node Classification on Cora Poisoned (Accuracy, Avg. Drop)
85.21AccuracyASPECT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ASPECTPoisoning protocol=Metattack, Attack rate=10%2026.04 | 85.21 | 7.03 | |
| ARIELPoisoning protocol=Metattack, Attack rate=10%2026.04 | 84.8 | 10.45 | |
| CCA-SSGPoisoning protocol=Metattack, Attack rate=10%2026.04 | 82.79 | 12.57 | |
| GGDPoisoning protocol=Metattack, Attack rate=10%2026.04 | 80.72 | 11.89 | |
| S3GCLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 80.31 | 13.12 | |
| PolyGCLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 80.18 | 14.68 | |
| GBTPoisoning protocol=Metattack, Attack rate=10%2026.04 | 79.84 | 10.71 | |
| DGIPoisoning protocol=Metattack, Attack rate=10%2026.04 | 79.62 | 9.11 | |
| GMIPoisoning protocol=Metattack, Attack rate=10%2026.04 | 79.23 | 12.14 | |
| RDGIPoisoning protocol=Metattack, Attack rate=10%2026.04 | 78.85 | 10.03 | |
| GREETPoisoning protocol=Metattack, Attack rate=10%2026.04 | 78.8 | 9.61 | |
| GraphCLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 78.54 | 12.65 | |
| MVGRLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 77.93 | 10.35 | |
| GRACEPoisoning protocol=Metattack, Attack rate=10%2026.04 | 77.08 | 10.03 | |
| GCAPoisoning protocol=Metattack, Attack rate=10%2026.04 | 76.39 | 12.68 | |
| SP-GCLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 76.32 | 12.29 | |
| BGRLPoisoning protocol=Metattack, Attack rate=10%2026.04 | 75.04 | 13.62 |