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Models/Q2B

Q2B

Reported on 108 benchmarks across 4 tasks · 1 paper · 108 SOTA

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

Knowledge Base54 results

Knowledge GraphsonFB15k
MRR 1p· 2020-02-14
0.68
best: 0.895 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k
MRR 2i· 2020-02-14
0.551
best: 0.803 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k
MRR 2p· 2020-02-14
0.21
best: 0.693 (GNN-QE)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k
MRR 2u· 2020-02-14
0.351
best: 0.767 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k
MRR 3i· 2020-02-14
0.665
best: 0.836 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k
MRR 3p· 2020-02-14
0.142
best: 0.588 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k
MRR ip· 2020-02-14
0.261
best: 0.74 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k
MRR pi· 2020-02-14
0.394
best: 0.752 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k
MRR up· 2020-02-14
0.167
best: 0.613 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonNELL-995
MRR 1p· 2020-02-14
0.422
best: 0.607 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonNELL-995
MRR 2i· 2020-02-14
0.333
best: 0.436 (CQD)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonNELL-995
MRR 2p· 2020-02-14
0.14
best: 0.241 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonNELL-995
MRR 2u· 2020-02-14
0.113
best: 0.204 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonNELL-995
MRR 3i· 2020-02-14
0.445
best: 0.526 (CQDA)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonNELL-995
MRR 3p· 2020-02-14
0.112
best: 0.216 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonNELL-995
MRR ip· 2020-02-14
0.168
best: 0.265 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonNELL-995
MRR pi· 2020-02-14
0.224
best: 0.321 (CQDA)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonNELL-995
MRR up· 2020-02-14
0.1103
best: 0.179 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k-237
MRR 1p· 2020-02-14
0.406
best: 0.49 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k-237
MRR 2i· 2020-02-14
0.295
best: 0.431 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k-237
MRR 2p· 2020-02-14
0.094
best: 0.214 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k-237
MRR 2u· 2020-02-14
0.113
best: 0.227 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k-237
MRR 3i· 2020-02-14
0.423
best: 0.568 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k-237
MRR 3p· 2020-02-14
0.068
best: 0.212 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k-237
MRR ip· 2020-02-14
0.126
best: 0.28 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k-237
MRR pi· 2020-02-14
0.212
best: 0.381 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge GraphsonFB15k-237
MRR up· 2020-02-14
0.076
best: 0.214 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k
MRR 1p· 2020-02-14
0.68
best: 0.895 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k
MRR 2i· 2020-02-14
0.551
best: 0.803 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k
MRR 2p· 2020-02-14
0.21
best: 0.693 (GNN-QE)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k
MRR 2u· 2020-02-14
0.351
best: 0.767 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k
MRR 3i· 2020-02-14
0.665
best: 0.836 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k
MRR 3p· 2020-02-14
0.142
best: 0.588 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k
MRR ip· 2020-02-14
0.261
best: 0.74 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k
MRR pi· 2020-02-14
0.394
best: 0.752 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k
MRR up· 2020-02-14
0.167
best: 0.613 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononNELL-995
MRR 1p· 2020-02-14
0.422
best: 0.607 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononNELL-995
MRR 2i· 2020-02-14
0.333
best: 0.436 (CQD)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononNELL-995
MRR 2p· 2020-02-14
0.14
best: 0.241 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononNELL-995
MRR 2u· 2020-02-14
0.113
best: 0.204 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononNELL-995
MRR 3i· 2020-02-14
0.445
best: 0.526 (CQDA)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononNELL-995
MRR 3p· 2020-02-14
0.112
best: 0.216 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononNELL-995
MRR ip· 2020-02-14
0.168
best: 0.265 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononNELL-995
MRR pi· 2020-02-14
0.224
best: 0.321 (CQDA)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononNELL-995
MRR up· 2020-02-14
0.1103
best: 0.179 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k-237
MRR 1p· 2020-02-14
0.406
best: 0.49 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k-237
MRR 2i· 2020-02-14
0.295
best: 0.431 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k-237
MRR 2p· 2020-02-14
0.094
best: 0.214 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k-237
MRR 2u· 2020-02-14
0.113
best: 0.227 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k-237
MRR 3i· 2020-02-14
0.423
best: 0.568 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k-237
MRR 3p· 2020-02-14
0.068
best: 0.212 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k-237
MRR ip· 2020-02-14
0.126
best: 0.28 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k-237
MRR pi· 2020-02-14
0.212
best: 0.381 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Knowledge Graph CompletiononFB15k-237
MRR up· 2020-02-14
0.076
best: 0.214 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969

Methodology27 results

Large Language ModelonFB15k
MRR 1p· 2020-02-14
0.68
best: 0.895 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k
MRR 2i· 2020-02-14
0.551
best: 0.803 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k
MRR 2p· 2020-02-14
0.21
best: 0.693 (GNN-QE)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k
MRR 2u· 2020-02-14
0.351
best: 0.767 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k
MRR 3i· 2020-02-14
0.665
best: 0.836 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k
MRR 3p· 2020-02-14
0.142
best: 0.588 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k
MRR ip· 2020-02-14
0.261
best: 0.74 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k
MRR pi· 2020-02-14
0.394
best: 0.752 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k
MRR up· 2020-02-14
0.167
best: 0.613 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonNELL-995
MRR 1p· 2020-02-14
0.422
best: 0.607 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonNELL-995
MRR 2i· 2020-02-14
0.333
best: 0.436 (CQD)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonNELL-995
MRR 2p· 2020-02-14
0.14
best: 0.241 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonNELL-995
MRR 2u· 2020-02-14
0.113
best: 0.204 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonNELL-995
MRR 3i· 2020-02-14
0.445
best: 0.526 (CQDA)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonNELL-995
MRR 3p· 2020-02-14
0.112
best: 0.216 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonNELL-995
MRR ip· 2020-02-14
0.168
best: 0.265 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonNELL-995
MRR pi· 2020-02-14
0.224
best: 0.321 (CQDA)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonNELL-995
MRR up· 2020-02-14
0.1103
best: 0.179 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k-237
MRR 1p· 2020-02-14
0.406
best: 0.49 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k-237
MRR 2i· 2020-02-14
0.295
best: 0.431 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k-237
MRR 2p· 2020-02-14
0.094
best: 0.214 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k-237
MRR 2u· 2020-02-14
0.113
best: 0.227 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k-237
MRR 3i· 2020-02-14
0.423
best: 0.568 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k-237
MRR 3p· 2020-02-14
0.068
best: 0.212 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k-237
MRR ip· 2020-02-14
0.126
best: 0.28 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k-237
MRR pi· 2020-02-14
0.212
best: 0.381 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Large Language ModelonFB15k-237
MRR up· 2020-02-14
0.076
best: 0.214 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969

Natural Language Processing27 results

Inductive knowledge graph completiononFB15k
MRR 1p· 2020-02-14
0.68
best: 0.895 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k
MRR 2i· 2020-02-14
0.551
best: 0.803 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k
MRR 2p· 2020-02-14
0.21
best: 0.693 (GNN-QE)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k
MRR 2u· 2020-02-14
0.351
best: 0.767 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k
MRR 3i· 2020-02-14
0.665
best: 0.836 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k
MRR 3p· 2020-02-14
0.142
best: 0.588 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k
MRR ip· 2020-02-14
0.261
best: 0.74 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k
MRR pi· 2020-02-14
0.394
best: 0.752 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k
MRR up· 2020-02-14
0.167
best: 0.613 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononNELL-995
MRR 1p· 2020-02-14
0.422
best: 0.607 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononNELL-995
MRR 2i· 2020-02-14
0.333
best: 0.436 (CQD)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononNELL-995
MRR 2p· 2020-02-14
0.14
best: 0.241 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononNELL-995
MRR 2u· 2020-02-14
0.113
best: 0.204 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononNELL-995
MRR 3i· 2020-02-14
0.445
best: 0.526 (CQDA)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononNELL-995
MRR 3p· 2020-02-14
0.112
best: 0.216 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononNELL-995
MRR ip· 2020-02-14
0.168
best: 0.265 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononNELL-995
MRR pi· 2020-02-14
0.224
best: 0.321 (CQDA)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononNELL-995
MRR up· 2020-02-14
0.1103
best: 0.179 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k-237
MRR 1p· 2020-02-14
0.406
best: 0.49 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k-237
MRR 2i· 2020-02-14
0.295
best: 0.431 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k-237
MRR 2p· 2020-02-14
0.094
best: 0.214 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k-237
MRR 2u· 2020-02-14
0.113
best: 0.227 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k-237
MRR 3i· 2020-02-14
0.423
best: 0.568 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k-237
MRR 3p· 2020-02-14
0.068
best: 0.212 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k-237
MRR ip· 2020-02-14
0.126
best: 0.28 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k-237
MRR pi· 2020-02-14
0.212
best: 0.381 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969
Inductive knowledge graph completiononFB15k-237
MRR up· 2020-02-14
0.076
best: 0.214 (QTO)
SOTA
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings arXiv:2002.05969