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Models/StAR

StAR

Reported on 7 benchmarks across 1 task · 1 paper · 3 SOTA

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

Graphs7 results

Link PredictiononUMLS
Hits@10· 2020-04-30
0.991
best: 1 (LP-BERT)
SOTA
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion arXiv:2004.14781
Link PredictiononFB15k-237
Hits@10· uses extra data· 2020-04-30
0.562
best: 0.599 (NBFNet)
SOTA
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion arXiv:2004.14781
Link PredictiononFB15k-237
Hits@3· uses extra data· 2020-04-30
0.404
best: 0.454 (NBFNet)
SOTA
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion arXiv:2004.14781
Link PredictiononUMLS
MR· 2020-04-30
1.49
best: 5.52 (DistMult)
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion arXiv:2004.14781
Link PredictiononFB15k-237
Hits@1· uses extra data· 2020-04-30
0.266
best: 0.321 (NBFNet)
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion arXiv:2004.14781
Link PredictiononFB15k-237
MR· uses extra data· 2020-04-30
117
best: 7030 (Inverse Model)
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion arXiv:2004.14781
Link PredictiononFB15k-237
MRR· uses extra data· 2020-04-30
0.365
best: 0.415 (NBFNet)
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion arXiv:2004.14781