Node Classification on ogbn-Home (test)
76.6AccuracySA2GFM
Evaluation Results
| Method | Links | |
|---|---|---|
| SA2GFMshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 76.6 | |
| MDGFMshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 73.3 | |
| MDGPTshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 71.4 | |
| GraphBridgeshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 70.1 | |
| GCOPEshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 69.8 | |
| DGIshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 68.1 | |
| GRAPHCLshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 68 | |
| SA2GFMShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 65.8 | |
| GraphPromptshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 64.1 | |
| MDGFMShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 63.9 | |
| GATshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 58.9 | |
| GraphBridgeShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 57.2 | |
| GCNshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 54.6 | |
| GraphPromptShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 52.3 | |
| MDGPTShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 51.7 | |
| GCOPEShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 48.8 | |
| DGIShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 45.8 | |
| GRAPHCLShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 43.9 | |
| GATShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 41.3 | |
| GCNShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 39.5 |