Research Article
A Renovated CNN-Based Model Enhances KGC Task Performance
Table 4
Link prediction results of different designed filters on WN18RR and FB15k-237 test sets.
| Filter shape | WN18RR | FB15k-237 | MR | MRR | Hits@10 | MR | MRR | Hits@10 |
| (baseline) | 1711 | 0.251 | 52.9 | 246 | 0.407 | 52.7 | | 1614 | 0.258 | 54.9 | 260 | 0.417 | 52.6 | | 1547 | 0.251 | 54.9 | 277 | 0.424 | 52.6 | | 1480 | 0.256 | 55.0 | 296 | 0.400 | 50.8 | (MF-ConvKB) | 1273 | 0.261 | 56.1 | 207 | 0.307 | 48.2 |
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