| ID | Models | SemEval | KBP37 | ID | Models | SemEval | KBP37 |
| 1 | BERT-Base | 87.87 | 68.30 | 1 | BERT-Large | 89.02 | 69.10 |
| 2 | +GAT (Full) | 88.39 | 68.62 | 2 | +GAT (Full) | 89.39 | 68.72 |
| 3 | +GAT (L + G) | 88.53 | 68.81 | 3 | +GAT (L + G) | 89.44 | 68.93 |
| 4 | +1GCN Layer (FULL) | 87.58 | 68.90 | 4 | +1 GCN Layer (FULL) | 88.98 | 68.96 |
| 5 | +1A-GCN Layer (FULL) | 88.36 | 69.12 | 5 | +1 A-GCN Layer (FULL) | 89.56 | 69.21 |
| 6 | +1 GCN Layer (L + G) | 88.64 | 69.15 | 6 | +1 GCN Layer (L + G) | 89.11 | 69.34 |
| 7 | +1 A-GCN Layer (L + G) | 89.05 | 69.23 | 7 | +1 A-GCN Layer (L + G) | 89.69 | 69.42 |
| 8 | +2 GCN Layer (FULL) | 88.66 | 69.15 | 8 | +2 GCN Layer (FULL) | 89.43 | 69.62 |
| 9 | +2 A-GCN Layer (FULL) | 88.72 | 69.30 | 9 | +2 A-GCN Layer (FULL) | 89.71 | 70.10 |
| 10 | +2 GCN Layer (L + G) | 88.62 | 70.21 | 10 | +2 GCN Layer (L + G) | 89.42 | 70.53 |
| 11 | +2 A-GCN Layer (L + G) | 89.18 | 70.62 | 11 | +2 A-GCN Layer (L + G) | 89.86 | 70.72 |
| 12 | +3 GCN Layer (FULL) | 88.54 | 69.34 | 12 | +3 GCN Layer (FULL) | 89.62 | 69.76 |
| 13 | +3 A-GCN Layer (FULL) | 88.65 | 69.76 | 13 | +3 A-GCN Layer (FULL) | 89.46 | 69.90 |
| 14 | +3 GCN Layer (L + G) | 88.33 | 70.12 | 14 | +3 GCN Layer (L + G) | 89.19 | 70.24 |
| 15 | +3 A-GCN Layer (L + G) | 88.72 | 70.23 | 15 | +3 A-GCN Layer (L + G) | 89.57 | 70.32 |