Node Classification Accuracy on Ogbn-proteins (test)
81.9AccuracyS3GNN
Evaluation results
| Method | Links | |
|---|---|---|
| S3GNN2026.05 | 81.9 | |
| SPEXPHORMER2026.05 | 80.65 | |
| S2GCN2026.05 | 80.58 | |
| VecFormer2026.02 | 80.52 | |
| Stable-ChebNet2026.05 | 79.89 | |
| SGFormer2026.02 | 79.53 | |
| SGFormer2026.05 | 79.53 | |
| DIFFormer2026.05 | 77.69 | |
| ChebNet2026.05 | 77.55 | |
| NodeFormer2026.02 | 77.45 | |
| NodeFormer2026.05 | 77.45 | |
| GAT-NSampler2026.02 | 74.63 | |
| GAT-NSAMPLERsampling=Neighbor Sampler2026.05 | 74.63 | |
| GCN-NSampler2026.02 | 73.51 | |
| GCN-NSAMPLERsampling=Neighbor Sampler2026.05 | 73.51 | |
| GCN2026.02 | 72.51 | |
| GCN2026.05 | 72.51 | |
| MLP2026.02 | 72.04 | |
| MLP2026.05 | 72.04 | |
| SIGN2026.02 | 71.24 | |
| SIGN2026.05 | 71.24 | |
| SGC2026.02 | 70.31 | |
| SGC2026.05 | 70.31 |