| Dataset | ICEWS14s | ICEWS15 | ||||||
| Model | mrr | HR@1 | HR@3 | HR@10 | mrr | HR@1 | HR@3 | HR@10 |
| REGCN | 0.3767 | 0.2462 | 0.2462 | 0.5383 | 0.3723 | 0.2254 | 0.4299 | 0.6871 |
| Cygnet | 0.4223 | 0.2747 | 0.4848 | 0.7416 | 0.4753 | 0.3217 | 0.5232 | 0.7491 |
| CEN | 0.3630 | 0.2245 | 0.4119 | 0.6613 | 0.3826 | 0.2364 | 0.4456 | 0.6835 |
| SKAN | 0.4029 | 0.2582 | 0.4816 | 0.7287 | 0.4819 | 0.3585 | 0.5334 | 0.7524 |
| Dataset | ICEWS18 | GDELT | ||||||
| Model | mrr | HR@1 | HR@3 | HR@10 | mrr | HR@1 | HR@3 | HR@10 |
| REGCN | 0.0955 | 0.0219 | 0.1538 | 0.2291 | 0.1899 | 0.0792 | 0.1937 | 0.4332 |
| Cygnet | 0.1700 | 0.0515 | 0.2160 | 0.4821 | 0.1636 | 0.0654 | 0.1686 | 0.3672 |
| CEN | 0.3581 | 0.2171 | 0.4126 | 0.6543 | 0.1889 | 0.0791 | 0.1933 | 0.4269 |
| SKAN | 0.4058 | 0.2522 | 0.4728 | 0.7201 | 0.1937 | 0.0829 | 0.1992 | 0.4350 |