Node Feature Imputation Training Time on Cora (test)
2.251Training Time (s)FP
Evaluation Results
| Method | Links | |
|---|---|---|
| FPMissing rate=99.5%, Missing setting=structural missing2026.01 | 2.251 | |
| PCFIMissing rate=99.5%, Missing setting=structural missing2026.01 | 2.959 | |
| FSD-CAPMissing rate=99.5%, Missing setting=structural missing2026.01 | 3.276 | |
| PaGCNMissing rate=99.5%, Missing setting=structural missing2026.01 | 3.442 | |
| GRAFENNEMissing rate=99.5%, Missing setting=structural missing2026.01 | 78.285 | |
| ASD-VAEMissing rate=99.5%, Missing setting=structural missing2026.01 | 328.785 |