Node Classification on Pokec-z-R r: 0.05 (test)
64.62AccuracyFairGC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FairGCCondensation ratio (r)=0.052026.03 | 64.62 | 0.1 | 0.29 | |
| SFGCCondensation ratio (r)=0.052026.03 | 64.35 | 2.99 | 10.58 | |
| GCGPCondensation ratio (r)=0.052026.03 | 64.35 | 10.86 | 8.35 | |
| DosCondCondensation ratio (r)=0.052026.03 | 64.34 | 4.12 | 4.94 | |
| DosCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 64.09 | 3.88 | 4.9 | |
| GDCKCondensation ratio (r)=0.052026.03 | 64.07 | 0.86 | 2.57 | |
| BiMSGCCondensation ratio (r)=0.052026.03 | 63.74 | 1.91 | 3.48 | |
| GCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 63.21 | 3.46 | 8.39 | |
| GCondCondensation ratio (r)=0.052026.03 | 62.51 | 3.35 | 6.65 |