Node Classification on Pokec-n-G r: 0.05 (test)
70.87AccuracyFairGC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FairGCCondensation ratio (r)=0.052026.03 | 70.87 | 0.4 | 0.42 | |
| SFGCCondensation ratio (r)=0.052026.03 | 70.45 | 5.01 | 9.02 | |
| GCGPCondensation ratio (r)=0.052026.03 | 70.45 | 6.96 | 4.37 | |
| GDCKCondensation ratio (r)=0.052026.03 | 70.13 | 3.01 | 5.61 | |
| GCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 69.85 | 5.96 | 6.41 | |
| BiMSGCCondensation ratio (r)=0.052026.03 | 69.53 | 7.85 | 5.32 | |
| DosCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 69.41 | 6.21 | 10.22 | |
| GCondCondensation ratio (r)=0.052026.03 | 69.36 | 6.01 | 7.59 | |
| DosCondCondensation ratio (r)=0.052026.03 | 68.83 | 5.14 | 8.91 |