| Metric . | TransE (L2) . | TransR . | RESCAL . | DistMult . | ComplEx . | RotatE . |
|---|---|---|---|---|---|---|
| MRR | 0.75 | 0.93 | 0.92 | 0.71 | 0.71 | 0.75 |
| MR | 3.64 | 1.44 | 1.46 | 6.82 | 4.45 | 4.26 |
| Hits@1 | 0.63 | 0.88 | 0.87 | 0.58 | 0.58 | 0.64 |
| Hits@3 | 0.83 | 0.97 | 0.97 | 0.80 | 0.81 | 0.83 |
| Hits@10 | 0.95 | 1.00 | 1.00 | 0.93 | 0.94 | 0.95 |
| Metric . | TransE (L2) . | TransR . | RESCAL . | DistMult . | ComplEx . | RotatE . |
|---|---|---|---|---|---|---|
| MRR | 0.75 | 0.93 | 0.92 | 0.71 | 0.71 | 0.75 |
| MR | 3.64 | 1.44 | 1.46 | 6.82 | 4.45 | 4.26 |
| Hits@1 | 0.63 | 0.88 | 0.87 | 0.58 | 0.58 | 0.64 |
| Hits@3 | 0.83 | 0.97 | 0.97 | 0.80 | 0.81 | 0.83 |
| Hits@10 | 0.95 | 1.00 | 1.00 | 0.93 | 0.94 | 0.95 |
| Metric . | TransE (L2) . | TransR . | RESCAL . | DistMult . | ComplEx . | RotatE . |
|---|---|---|---|---|---|---|
| MRR | 0.75 | 0.93 | 0.92 | 0.71 | 0.71 | 0.75 |
| MR | 3.64 | 1.44 | 1.46 | 6.82 | 4.45 | 4.26 |
| Hits@1 | 0.63 | 0.88 | 0.87 | 0.58 | 0.58 | 0.64 |
| Hits@3 | 0.83 | 0.97 | 0.97 | 0.80 | 0.81 | 0.83 |
| Hits@10 | 0.95 | 1.00 | 1.00 | 0.93 | 0.94 | 0.95 |
| Metric . | TransE (L2) . | TransR . | RESCAL . | DistMult . | ComplEx . | RotatE . |
|---|---|---|---|---|---|---|
| MRR | 0.75 | 0.93 | 0.92 | 0.71 | 0.71 | 0.75 |
| MR | 3.64 | 1.44 | 1.46 | 6.82 | 4.45 | 4.26 |
| Hits@1 | 0.63 | 0.88 | 0.87 | 0.58 | 0.58 | 0.64 |
| Hits@3 | 0.83 | 0.97 | 0.97 | 0.80 | 0.81 | 0.83 |
| Hits@10 | 0.95 | 1.00 | 1.00 | 0.93 | 0.94 | 0.95 |
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