Node Classification on ogbn-products (train)
96.92F1 ScoreSIGN
Evaluation results
| Method | Links | |
|---|---|---|
| SIGNp (simple adjacency powers)=5, s (PPR-based powers)=3, t (triangle-based powers)=02020.04 | 96.92 | |
| SIGNp (simple adjacency powers)=3, s (PPR-based powers)=3, t (triangle-based powers)=02020.04 | 96.87 | |
| SIGNp (simple adjacency powers)=3, s (PPR-based powers)=0, t (triangle-based powers)=12020.04 | 96.46 | |
| SIGNp (simple adjacency powers)=3, s (PPR-based powers)=0, t (triangle-based powers)=02020.04 | 96.21 | |
| SIGNp (simple adjacency powers)=5, s (PPR-based powers)=0, t (triangle-based powers)=02020.04 | 95.99 | |
| ClusterGCN2020.04 | 93.75 | |
| Node2Vec2020.04 | 93.39 | |
| GraphSAINT2020.04 | 92.71 | |
| S-GCNL=52020.04 | 92.54 | |
| MLP2020.04 | 84.03 |