Evaluation results of various embedding types
. | TransR* . | TransE . | RESCAL . | ComplEx . | DistMult . |
---|---|---|---|---|---|
Average MR | 105.598 | 15.224 | 4.912 | 1.301 | 2.094 |
Average MRR | 0.388 | 0.640 | 0.803 | 0.958 | 0.923 |
Average HITS@1 | 0.338 | 0.578 | 0.734 | 0.937 | 0.893 |
Average HITS@3 | 0.403 | 0.659 | 0.851 | 0.975 | 0.945 |
Average HITS@10 | 0.474 | 0.769 | 0.920 | 0.992 | 0.977 |
Training time | 10 hours | 8 hours | 18 hours | 8 hours | 8 hours |
. | TransR* . | TransE . | RESCAL . | ComplEx . | DistMult . |
---|---|---|---|---|---|
Average MR | 105.598 | 15.224 | 4.912 | 1.301 | 2.094 |
Average MRR | 0.388 | 0.640 | 0.803 | 0.958 | 0.923 |
Average HITS@1 | 0.338 | 0.578 | 0.734 | 0.937 | 0.893 |
Average HITS@3 | 0.403 | 0.659 | 0.851 | 0.975 | 0.945 |
Average HITS@10 | 0.474 | 0.769 | 0.920 | 0.992 | 0.977 |
Training time | 10 hours | 8 hours | 18 hours | 8 hours | 8 hours |