Table 7.
Evaluation results on relation ranking for TKG (adapted from [30])
| Metric | Model | MRR | MR | Hits@10 | Hits@3 | Hits@1 |
|---|---|---|---|---|---|---|
| Baseline1 | TransE (structure) | 0.354 | 5,040.016 | 0.486 | 0.381 | 0.286 |
| Baseline2 | TransE (structure) | 0.353 | 5,928.975 | 0.485 | 0.379 | 0.286 |
| DeepWeak | TransCat (concat) | 0.384 | 1,903.892 | 0.523 | 0.414 | 0.301 |
| Our approach | TransHCat (⊕) (1) | 0.367 | 1,973.223 | 0.519 | 0.398 | 0.289 |
| Our approach | A4CKGE (⊕) (1) | 0.437 | 1,765.627 | 0.588 | 0.476 | 0.358 |
(1)⊕ means (structure ⊕ description).
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