| Method | WN18RR | FB15K-237 | ||
| MR | Hit@10 | MR | Hit@10 | |
| TransE | 2365 | 50.5 | 223 | 47.4 |
| ComplEx | 3921 | 48.3 | 508 | 43.4 |
| DistMult | 3704 | 47.7 | 411 | 41.9 |
| TuckER | - | 52.6 | - | 54.4 |
| ATTH | - | 55.1 | - | 50.1 |
| KG-BERT | 97 | 52.4 | 153 | 42.0 |
| ScKGAN(ours) | 80 | 54.1 | 120 | 52.2 |