Node Classification on Citeseer (test) (F1, BACC)
63.44F1 ScoreGCB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCBperturbation ratio ρ=0.32026.04 | 63.44 | 63.84 | |
| DIR-GNNperturbation ratio ρ=0.32026.04 | 62.03 | 64.65 | |
| SEGNNperturbation ratio ρ=0.32026.04 | 59.76 | 62.69 | |
| VGIBperturbation ratio ρ=0.32026.04 | 54.92 | 57.43 | |
| GIBperturbation ratio ρ=0.32026.04 | 47.23 | 52.91 | |
| GATperturbation ratio ρ=0.32026.04 | 46.55 | 60.54 | |
| GCNperturbation ratio ρ=0.32026.04 | 46.45 | 58.14 | |
| SAGEperturbation ratio ρ=0.32026.04 | 39.37 | 56.6 | |
| MLPperturbation ratio ρ=0.32026.04 | 37.77 | 53.77 | |
| GTperturbation ratio ρ=0.32026.04 | 33.36 | 52.65 |