Node Classification on ogbn-Tech (test)
86.7AccuracySA2GFM
Evaluation Results
| Method | Links | |
|---|---|---|
| SA2GFMshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 86.7 | |
| MDGFMshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 83.1 | |
| SA2GFMShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 77.9 | |
| GraphBridgeshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 76.9 | |
| MDGFMShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 75.8 | |
| GraphPromptshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 75.3 | |
| MDGPTshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 73.6 | |
| GRAPHCLshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 73.3 | |
| GCOPEshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 72.1 | |
| GraphPromptShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 71.3 | |
| DGIshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 70.2 | |
| GCOPEShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 70 | |
| GraphBridgeShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 67.3 | |
| MDGPTShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 66.4 | |
| GATshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 64.6 | |
| GCNshots=5-shot, attack_type=non-targeted feature attack, lambda=0.42025.11 | 60.6 | |
| GRAPHCLShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 58.1 | |
| DGIShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 56.8 | |
| GCNShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 56 | |
| GATShot=5-shot, Attack=Non-targeted feature attack, λ=0.82025.11 | 50.8 |