Node Clustering on RedditS
90.53NMILION
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LION2026.01 | 90.53 | 90.17 | |
| DMGC2026.01 | 89.62 | 89.14 | |
| DGF2026.01 | 88.87 | 88.42 | |
| CoMAG2026.06 | 87.86 | 80.8 | |
| UniGraph22026.01 | 86.56 | 85.24 | |
| MIG-GT2026.01 | 86.25 | 84.89 | |
| NTSFormer2026.01 | 85.81 | 84.14 | |
| DGF2026.06 | 84.89 | 78.07 | |
| Graph4MM2026.01 | 84.14 | 83.25 | |
| InstructG2I2026.01 | 82.83 | 81.58 | |
| MLaGA2026.01 | 82.58 | 82.14 | |
| TMTE2026.03 | 82.28 | 78.59 | |
| CAMPA2026.05 | 81.03 | 71.03 | |
| LGMRec2026.06 | 80.73 | 73.1 | |
| DMGC2026.06 | 79.72 | 66.08 | |
| GraphGPT-O2026.01 | 79.33 | 80.41 | |
| DMGC2026.03 | 79.31 | 75.1 | |
| DGF2026.03 | 78.5 | 74.47 | |
| DGF2026.05 | 78.4 | 66.99 | |
| GAT2026.06 | 78.4 | 68.9 | |
| GCN2026.06 | 78.39 | 71.21 | |
| LGMRec2026.05 | 78.17 | 66.54 | |
| UniGraph22026.05 | 77.93 | 67.02 | |
| MLP2026.06 | 77.78 | 69.9 | |
| MLaGA2026.03 | 77.69 | 73.12 | |
| MMGCN2026.03 | 77.59 | 72.67 | |
| MGAT2026.03 | 77.31 | 73.14 | |
| NTSFormer2026.03 | 77.25 | 72.81 | |
| GATv22026.03 | 77.12 | 72.33 | |
| GCNII2026.03 | 76.76 | 72.29 | |
| MIG-GT2026.03 | 76.34 | 71.58 | |
| DMGC2026.05 | 76.34 | 65.38 | |
| UniGraph22026.03 | 75.92 | 71.84 | |
| GraphGPT-O2026.03 | 75.42 | 71.15 | |
| InstructG2I2026.03 | 75.36 | 71.42 | |
| GAT2026.03 | 75.32 | 70.98 | |
| Graph4MM2026.03 | 75.28 | 70.47 | |
| GCN2026.03 | 75.15 | 71.08 | |
| LGMRec2026.03 | 73.41 | 74.02 | |
| MGAT2026.06 | 73.36 | 60.55 | |
| MGAT2026.01 | 73.33 | 69.14 | |
| MMGCN2026.01 | 72.1 | 70.08 | |
| MMGCN2026.06 | 67.9 | 50.42 | |
| GAT2026.01 | 65.45 | 66.28 | |
| MGAT2026.05 | 64.19 | 35.32 | |
| GCN2026.01 | 62.18 | 64.07 | |
| MIG-GT2026.05 | 62.13 | 51.3 | |
| MMGCN2026.05 | 57.66 | 39.62 | |
| GAT2026.05 | 37.4 | 17.78 | |
| UniGraph22026.06 | 31.85 | 12.85 |