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Models/TuckER

TuckER

Reported on 28 benchmarks across 1 task · 2 papers · 14 SOTA

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

Graphs28 results

  • Link PredictiononCoDEx Small
    Hits@1· 2020-09-16
    0.372
    best: 0.375 (ComplEx-N3-RP)
    SOTA
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Small
    Hits@10· 2020-09-16
    0.646
    best: 0.663 (ComplEx-N3-RP)
    SOTA
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Small
    Hits@3· 2020-09-16
    0.5038
    best: 0.514 (ComplEx-N3-RP)
    SOTA
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Small
    MRR· 2020-09-16
    0.444
    best: 0.473 (ComplEx-N3-RP)
    SOTA
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Large
    Hits@1· 2020-09-16
    0.244
    best: 0.277 (ComplEx-N3-RP)
    SOTA
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Large
    Hits@10· 2020-09-16
    0.43
    best: 0.473 (ComplEx-N3-RP)
    SOTA
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Large
    Hits@3· 2020-09-16
    0.3395
    best: 0.377 (ComplEx-N3-RP)
    SOTA
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Large
    MRR· 2020-09-16
    0.309
    best: 0.345 (ComplEx-N3-RP)
    SOTA
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link Predictionon FB15k
    Hits@1· 2019-01-28
    0.741
    best: 0.8 (QuatE)
    SOTA
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononWN18RR
    Hits@3· 2019-01-28
    0.482
    best: 0.792 (MoCoKGC)
    SOTA
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononFB15k-237
    Hits@1· 2019-01-28
    0.266
    best: 0.321 (NBFNet)
    SOTA
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononFB15k-237
    Hits@10· 2019-01-28
    0.544
    best: 0.599 (NBFNet)
    SOTA
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononFB15k-237
    Hits@3· 2019-01-28
    0.394
    best: 0.454 (NBFNet)
    SOTA
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononFB15k-237
    MRR· 2019-01-28
    0.358
    best: 0.415 (NBFNet)
    SOTA
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononCoDEx Medium
    Hits@1· 2020-09-16
    0.223
    best: 0.277 (ComplEx-N3-RP)
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Medium
    Hits@10· 2020-09-16
    0.454
    best: 0.525 (ULTRA)
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Medium
    Hits@3· 2020-09-16
    0.3363
    best: 0.386 (ComplEx-N3-RP)
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link PredictiononCoDEx Medium
    MRR· 2020-09-16
    0.328
    best: 0.372 (ULTRA)
    CoDEx: A Comprehensive Knowledge Graph Completion BenchmarkarXiv:2009.07810
  • Link Predictionon FB15k
    Hits@10· 2019-01-28
    0.892
    best: 0.914 (AutoKGE)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link Predictionon FB15k
    Hits@3· 2019-01-28
    0.833
    best: 0.859 (QuatE)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link Predictionon FB15k
    MRR· 2019-01-28
    0.795
    best: 0.861 (AutoKGE)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononWN18RR
    Hits@1· 2019-01-28
    0.443
    best: 0.665 (MoCoKGC)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononWN18RR
    Hits@10· 2019-01-28
    0.526
    best: 0.881 (MoCoKGC)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononWN18RR
    MRR· 2019-01-28
    0.47
    best: 0.742 (MoCoKGC)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononWN18
    Hits@1· 2019-01-28
    0.949
    best: 0.953 (Inverse Model)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononWN18
    Hits@10· 2019-01-28
    0.958
    best: 0.964 (Inverse Model)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononWN18
    Hits@3· 2019-01-28
    0.955
    best: 0.964 (Inverse Model)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590
  • Link PredictiononWN18
    MRR· 2019-01-28
    0.953
    best: 0.963 (Inverse Model)
    TuckER: Tensor Factorization for Knowledge Graph CompletionarXiv:1901.09590