Node Clustering on Toys
54.66NMITMTE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TMTE2026.03 | 54.66 | 39.52 | |
| CoMAG2026.06 | 53.09 | 37.51 | |
| DGF2026.06 | 51.29 | 36.24 | |
| DGF2026.03 | 50.5 | 34.62 | |
| LGMRec2026.06 | 49.94 | 35.31 | |
| NTSFormer2026.03 | 49.42 | 34.01 | |
| DMGC2026.06 | 49.38 | 32.51 | |
| MMGCN2026.03 | 49.37 | 33.42 | |
| MLaGA2026.03 | 49.2 | 33.26 | |
| LGMRec2026.03 | 48.82 | 32.63 | |
| MGAT2026.03 | 48.78 | 32.89 | |
| GCNII2026.03 | 48.72 | 32.84 | |
| GAT2026.06 | 48.66 | 31.96 | |
| DMGC2026.03 | 48.5 | 31.95 | |
| GATv22026.03 | 48.45 | 32.72 | |
| GCN2026.06 | 48.03 | 32.31 | |
| MIG-GT2026.03 | 47.86 | 31.94 | |
| InstructG2I2026.03 | 47.41 | 31.26 | |
| GAT2026.03 | 47.34 | 31.13 | |
| UniGraph22026.03 | 47.17 | 31.81 | |
| Graph4MM2026.03 | 46.74 | 32.17 | |
| MGAT2026.06 | 46.72 | 30.02 | |
| GCN2026.03 | 46.5 | 31.66 | |
| MLP2026.06 | 45.47 | 29.2 | |
| MMGCN2026.06 | 45.39 | 27.56 | |
| GraphGPT-O2026.03 | 45.34 | 30.85 | |
| MLP2026.06 | 28.76 | 14.28 | |
| SMGFM-Expert2026.06 | 28.76 | 14.28 | |
| GPR-GNN2026.06 | 27.25 | 5.35 | |
| UniGraph22026.06 | 10.34 | 3.09 |