Table 3.
Experimental results for FB15K and WN18. Results of TransE-RS and TransE-SM are based on our code. For RotatE we ran the code of authors. Results of other models are taken from the original papers.
| FB15k | WN18 | |||||
|---|---|---|---|---|---|---|
| FMR | FMRR | FHits@10 | FMR | FMRR | FHits@10 | |
| TransE [4] | 125 | – | 47.1 | 251 | – | 89.2 |
| ComplEx [19] | 106 | 67.5 | 82.6 | 543 | 94.1 | 94.7 |
| ConvE [7] | 51 | 68.9 | 85.1 | 504 | 94.2 | 95.5 |
| RotatE [15] | 49 | 68.8 | 85.9 | 388 | 94.6 | 95.5 |
| TransE-RS [28] | 38 | 57.2 | 82.8 | 189 | 47.9 | 95.1 |
| TransE-SM | 46 | 64.8 | 87.2 | 201 | 47.8 | 95.2 |
| RotatE-SM | 40 | 70.4 | 87.2 | 213 | 94.7 | 96.1 |