| Models | SemEval | KBP37 |
| CNN + PF | 82.7 | 51.3 |
| RNN + PF | 82.5 | 54.3 |
| SDP-LSTM | 83.7 | 58.3 |
| SPTree | 84.4 | 59.1 |
| Att-Bi-LSTM | 84.0 | - |
| SA-Bi-LSTM-LET | 85.1 | 59.0 |
| A-GCN (FULL) | 89.70 | 68.7 |
| A-GCN (L + G) | 89.85 | 69.2 |
| A-GCN (FULL) + KV Slot | 90.32 | 70.54 |
| A-GCN (L + G) + KV Slot | 90.67 | 70.98 |