Node Classification on Cora (test) (Median Accuracy)
86.35Median Accuracy (Cora Test)CMP
Evaluation Results
| Method | Links | |
|---|---|---|
| CMPLabel Rate=50%, Backbone=GraphSage2026.05 | 86.35 | |
| CMPlabel rate=50%, Backbone=GAT2026.05 | 85.98 | |
| StandardLabel Rate=50%, Backbone=GraphSage2026.05 | 85.7 | |
| Standardlabel rate=50%, Backbone=GAT2026.05 | 84.78 | |
| UnconstrainedLabel Rate=50%, Backbone=GraphSage2026.05 | 83.76 | |
| Unconstrainedlabel rate=50%, Backbone=GAT2026.05 | 83.58 | |
| CLLabel Rate=50%, Backbone=GraphSage2026.05 | 83.39 | |
| CMPLabel Rate=20%, Backbone=GraphSage2026.05 | 82.81 | |
| StandardLabel Rate=20%, Backbone=GraphSage2026.05 | 82.76 | |
| CLlabel rate=50%, Backbone=GAT2026.05 | 82.47 | |
| CMPlabel rate=20%, Backbone=GAT2026.05 | 82.29 | |
| Standardlabel rate=20%, Backbone=GAT2026.05 | 81.71 | |
| UnconstrainedLabel Rate=20%, Backbone=GraphSage2026.05 | 81.34 | |
| Unconstrainedlabel rate=20%, Backbone=GAT2026.05 | 81.08 | |
| CMPlabel rate=10%, Backbone=GAT2026.05 | 80.44 | |
| CMPLabel Rate=10%, Backbone=GraphSage2026.05 | 79.8 | |
| UnconstrainedLabel Rate=10%, Backbone=GraphSage2026.05 | 78.32 | |
| Standardlabel rate=10%, Backbone=GAT2026.05 | 77.86 | |
| StandardLabel Rate=10%, Backbone=GraphSage2026.05 | 77.81 | |
| Unconstrainedlabel rate=10%, Backbone=GAT2026.05 | 77.77 | |
| CMPlabel rate=5%, Backbone=GAT2026.05 | 77.72 | |
| CMPLabel Rate=5%, Backbone=GraphSage2026.05 | 77.64 | |
| CLLabel Rate=20%, Backbone=GraphSage2026.05 | 77.07 | |
| CLlabel rate=20%, Backbone=GAT2026.05 | 77.07 | |
| UnconstrainedLabel Rate=5%, Backbone=GraphSage2026.05 | 75.55 | |
| CLLabel Rate=10%, Backbone=GraphSage2026.05 | 75.23 | |
| Unconstrainedlabel rate=5%, Backbone=GAT2026.05 | 72.82 | |
| CLlabel rate=10%, Backbone=GAT2026.05 | 71.77 | |
| StandardLabel Rate=5%, Backbone=GraphSage2026.05 | 71.69 | |
| CLLabel Rate=5%, Backbone=GraphSage2026.05 | 71.65 | |
| CMPLabel Rate=2%, Backbone=GraphSage2026.05 | 71.64 | |
| Standardlabel rate=5%, Backbone=GAT2026.05 | 71.21 | |
| CLLabel Rate=2%, Backbone=GraphSage2026.05 | 68.92 | |
| CLlabel rate=5%, Backbone=GAT2026.05 | 68.74 | |
| CLLabel Rate=1%, Backbone=GraphSage2026.05 | 67.98 | |
| CMPlabel rate=2%, Backbone=GAT2026.05 | 67.32 | |
| UnconstrainedLabel Rate=2%, Backbone=GraphSage2026.05 | 66.69 | |
| Unconstrainedlabel rate=2%, Backbone=GAT2026.05 | 65.86 | |
| CLlabel rate=2%, Backbone=GAT2026.05 | 65.48 | |
| CMPLabel Rate=1%, Backbone=GraphSage2026.05 | 63.96 | |
| CLlabel rate=1%, Backbone=GAT2026.05 | 63.58 | |
| UnconstrainedLabel Rate=1%, Backbone=GraphSage2026.05 | 62.46 | |
| StandardLabel Rate=2%, Backbone=GraphSage2026.05 | 61.24 | |
| Standardlabel rate=2%, Backbone=GAT2026.05 | 61.16 | |
| CMPlabel rate=1%, Backbone=GAT2026.05 | 56.45 | |
| Standardlabel rate=1%, Backbone=GAT2026.05 | 52.59 | |
| Unconstrainedlabel rate=1%, Backbone=GAT2026.05 | 48.11 | |
| StandardLabel Rate=1%, Backbone=GraphSage2026.05 | 47.49 |