Semi-supervised Node Classification on Computers (test)
90.1AccuracyFull Dataset
Evaluation Results
| Method | Links | |
|---|---|---|
| Full DatasetStrategy=Full Training2026.06 | 90.1 | |
| TALKRatio (%)=3.02026.06 | 87.9 | |
| TALKRatio (%)=2.02026.06 | 87.4 | |
| TALKRatio (%)=1.02026.06 | 86.4 | |
| GCSNTKRatio (%)=3.02026.06 | 86.4 | |
| GEOMRatio (%)=3.02026.06 | 86.4 | |
| GCSNTKRatio (%)=2.02026.06 | 86.3 | |
| GEOMRatio (%)=2.02026.06 | 86.1 | |
| TDALRatio (%)=3.02026.06 | 86 | |
| TDRatio (%)=3.02026.06 | 85.8 | |
| GCSNTKRatio (%)=1.02026.06 | 85.6 | |
| TDRatio (%)=2.02026.06 | 85.3 | |
| TDALRatio (%)=2.02026.06 | 85.3 | |
| GEOMRatio (%)=1.02026.06 | 85.2 | |
| CLMRatio (%)=3.02026.06 | 84.9 | |
| GCondRatio (%)=3.02026.06 | 84.9 | |
| GCondRatio (%)=2.02026.06 | 84.8 | |
| GCondRatio (%)=1.02026.06 | 84.6 | |
| CLMRatio (%)=2.02026.06 | 84.2 | |
| GCDMRatio (%)=3.02026.06 | 84.2 | |
| TDALRatio (%)=1.02026.06 | 84.1 | |
| TDRatio (%)=1.02026.06 | 83.9 | |
| GCDMRatio (%)=2.02026.06 | 83.8 | |
| RandomRatio (%)=3.02026.06 | 83.3 | |
| GCDMRatio (%)=1.02026.06 | 82.6 | |
| CLMRatio (%)=1.02026.06 | 82.1 | |
| RandomRatio (%)=2.02026.06 | 81 | |
| K-CenterRatio (%)=3.02026.06 | 79.2 | |
| RandomRatio (%)=1.02026.06 | 78.9 | |
| K-CenterRatio (%)=2.02026.06 | 75.3 | |
| K-CenterRatio (%)=1.02026.06 | 74.7 |