Node Classification on Pokec-n-R r: 0.05 (test)
70.47AccuracyFairGC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FairGCCondensation ratio (r)=0.052026.03 | 70.47 | 0.58 | 0.84 | |
| GCGPCondensation ratio (r)=0.052026.03 | 70.39 | 4.68 | 3.28 | |
| GDCKCondensation ratio (r)=0.052026.03 | 70.31 | 2.52 | 2.97 | |
| SFGCCondensation ratio (r)=0.052026.03 | 69.82 | 3.61 | 1.83 | |
| GCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 69.75 | 4.73 | 6.19 | |
| BiMSGCCondensation ratio (r)=0.052026.03 | 69.56 | 1.49 | 6.16 | |
| GCondCondensation ratio (r)=0.052026.03 | 69.32 | 3.81 | 6.57 | |
| DosCond+FairGNNCondensation ratio (r)=0.05, Backbone adaptation=FairGNN2026.03 | 69.15 | 4.44 | 3.26 | |
| DosCondCondensation ratio (r)=0.052026.03 | 68.54 | 6.14 | 6.94 |