Node Classification on Mag240M
66.46AccuracyBase
Evaluation Results
| Method | Links | |
|---|---|---|
| BaseMerged Partner Dataset=Papers100M2026.06 | 66.46 | |
| GNNMERGEMerged Partner Dataset=Papers100M2026.06 | 66.14 | |
| ZIPIT!Merged Partner Dataset=Papers100M2026.06 | 56.37 | |
| PERMUTEMerged Partner Dataset=Papers100M2026.06 | 54.12 | |
| GIT-REBASINMerged Partner Dataset=Papers100M2026.06 | 51.97 | |
| WAVG.Merged Partner Dataset=Papers100M2026.06 | 44.14 | |
| BaseM=GNN B2026.06 | 0.7418 | |
| BaseM=GNN A2026.06 | 0.7273 | |
| GNNMERGEM=GNN B2026.06 | 0.6982 | |
| GNNMERGEM=GNN A2026.06 | 0.6931 | |
| GITM=GNN A2026.06 | 0.5729 | |
| ZIPIT!M=GNN B2026.06 | 0.5416 | |
| ZIPIT!M=GNN A2026.06 | 0.5388 | |
| PERMUTEM=GNN A2026.06 | 0.5262 | |
| PERMUTEM=GNN B2026.06 | 0.5147 | |
| WAVG.M=GNN A2026.06 | 0.4782 | |
| WAVG.M=GNN B2026.06 | 0.4372 | |
| GITM=GNN B2026.06 | 0.0351 |