AliNet w/ background ranking

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base4 results

Data IntegrationonDBP2.0 zh-en
Entity Alignment (Consolidated) F1· 2021-06-04
0.238
best: 0.335 (MTransE w/ background ranking)
Knowing the No-match: Entity Alignment with Dangling Cases arXiv:2106.02248
Data IntegrationonDBP2.0 zh-en
dangling entity detection F1· 2021-06-04
0.643
best: 0.767 (MTransE w/ background ranking)
Knowing the No-match: Entity Alignment with Dangling Cases arXiv:2106.02248
Entity AlignmentonDBP2.0 zh-en
Entity Alignment (Consolidated) F1· 2021-06-04
0.238
best: 0.335 (MTransE w/ background ranking)
Knowing the No-match: Entity Alignment with Dangling Cases arXiv:2106.02248
Entity AlignmentonDBP2.0 zh-en
dangling entity detection F1· 2021-06-04
0.643
best: 0.767 (MTransE w/ background ranking)
Knowing the No-match: Entity Alignment with Dangling Cases arXiv:2106.02248