Node Classification on AMiner-L r: 0.05 (test)
90.87AccuracyDosCond
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DosCondCondensation ratio (r)=0.052026.03 | 90.87 | 10.8 | 8.46 | |
| FairGCCondensation ratio (r)=0.052026.03 | 90.8 | 1.06 | 3.28 | |
| DosCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 90.66 | 9.48 | 5.88 | |
| SFGCCondensation ratio (r)=0.052026.03 | 90.3 | 6.68 | 8.35 | |
| BiMSGCCondensation ratio (r)=0.052026.03 | 89.97 | 8.58 | 6.94 | |
| GCondCondensation ratio (r)=0.052026.03 | 89.29 | 8.06 | 9.28 | |
| GCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 86.21 | 6.18 | 9.4 |