Node Classification on Pokec-z-G r: 0.05 (test)
64.78AccuracyFairGC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FairGCCondensation ratio (r)=0.052026.03 | 64.78 | 0.82 | 0.72 | |
| GDCKCondensation ratio (r)=0.052026.03 | 64.48 | 2.47 | 6.3 | |
| GCGPCondensation ratio (r)=0.052026.03 | 64.4 | 10.86 | 8.35 | |
| DosCondCondensation ratio (r)=0.052026.03 | 64.3 | 5.87 | 5.6 | |
| DosCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 64.15 | 7.73 | 6.08 | |
| BiMSGCCondensation ratio (r)=0.052026.03 | 63.48 | 1.53 | 4.86 | |
| SFGCCondensation ratio (r)=0.052026.03 | 63.46 | 1.47 | 2.84 | |
| GCondCondensation ratio (r)=0.052026.03 | 63.21 | 5.4 | 5.9 | |
| GCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 63.13 | 6.72 | 7.58 |