task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Link Prediction | FB15k | JoBi ComplEx | https://arxiv.org/abs/1910.11583v1 | Hits@1 | 0.681 |
Link Prediction | FB15k | SimplE | http://arxiv.org/abs/1802.04868v2 | MRR | 0.727 |
Link Prediction | FB15k | SimplE | http://arxiv.org/abs/1802.04868v2 | Hits@10 | 0.838 |
Link Prediction | FB15k | SimplE | http://arxiv.org/abs/1802.04868v2 | Hits@3 | 0.773 |
Link Prediction | FB15k | SimplE | http://arxiv.org/abs/1802.04868v2 | Hits@1 | 0.660 |
Link Prediction | FB15k | Relational-GCN | null | MRR | 0.696 |
Link Prediction | FB15k | Relational-GCN | null | Hits@10 | 0.842 |
Link Prediction | FB15k | Relational-GCN | null | Hits@3 | 0.760 |
Link Prediction | FB15k | Relational-GCN | null | Hits@1 | 0.601 |
Link Prediction | FB15k | Complex | http://arxiv.org/abs/1702.06879v2 | MRR | 0.692 |
Link Prediction | FB15k | Complex | http://arxiv.org/abs/1702.06879v2 | Hits@10 | 0.840 |
Link Prediction | FB15k | Complex | http://arxiv.org/abs/1702.06879v2 | Hits@3 | 0.759 |
Link Prediction | FB15k | Complex | http://arxiv.org/abs/1702.06879v2 | Hits@1 | 0.599 |
Link Prediction | FB15k | Inverse Model | http://arxiv.org/abs/1707.01476v6 | MR | 2501 |
Link Prediction | FB15k | Inverse Model | http://arxiv.org/abs/1707.01476v6 | MRR | 0.660 |
Link Prediction | FB15k | Inverse Model | http://arxiv.org/abs/1707.01476v6 | Hits@10 | 0.660 |
Link Prediction | FB15k | Inverse Model | http://arxiv.org/abs/1707.01476v6 | Hits@3 | 0.659 |
Link Prediction | FB15k | Inverse Model | http://arxiv.org/abs/1707.01476v6 | Hits@1 | 0.658 |
Link Prediction | FB15k | ConvE | http://arxiv.org/abs/1707.01476v6 | MR | 51 |
Link Prediction | FB15k | ConvE | http://arxiv.org/abs/1707.01476v6 | MRR | 0.657 |
Link Prediction | FB15k | ConvE | http://arxiv.org/abs/1707.01476v6 | Hits@10 | 0.831 |
Link Prediction | FB15k | ConvE | http://arxiv.org/abs/1707.01476v6 | Hits@3 | 0.723 |
Link Prediction | FB15k | ConvE | http://arxiv.org/abs/1707.01476v6 | Hits@1 | 0.558 |
Link Prediction | FB15k | OPTransE | https://arxiv.org/abs/1909.11864v1 | MR | 33 |
Link Prediction | FB15k | OPTransE | https://arxiv.org/abs/1909.11864v1 | Hits@10 | 0.899 |
Link Prediction | FB15k | TransD | https://aclanthology.org/P15-1067 | MR | 91 |
Link Prediction | FB15k | TransD | https://aclanthology.org/P15-1067 | Hits@10 | 0.773 |
Link Prediction | FB15k | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | MR | 125 |
Link Prediction | FB15k | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | Hits@10 | 0.471 |
Link Prediction | UMLS | LP-BERT | https://arxiv.org/abs/2201.04843v2 | Hits@10 | 1.000 |
Link Prediction | UMLS | LP-BERT | https://arxiv.org/abs/2201.04843v2 | MR | 1.18 |
Link Prediction | UMLS | KGLM | https://arxiv.org/abs/2211.02744v2 | Hits@10 | 0.995 |
Link Prediction | UMLS | KGLM | https://arxiv.org/abs/2211.02744v2 | MR | 1.19 |
Link Prediction | UMLS | LASS | https://arxiv.org/abs/2209.08721v1 | Hits@10 | 0.994 |
Link Prediction | UMLS | LASS | https://arxiv.org/abs/2209.08721v1 | MR | 1.39 |
Link Prediction | UMLS | StAR | https://arxiv.org/abs/2004.14781v2 | Hits@10 | 0.991 |
Link Prediction | UMLS | StAR | https://arxiv.org/abs/2004.14781v2 | MR | 1.49 |
Link Prediction | UMLS | KG-BERT | https://arxiv.org/abs/1909.03193v2 | Hits@10 | 0.990 |
Link Prediction | UMLS | KG-BERT | https://arxiv.org/abs/1909.03193v2 | MR | 1.47 |
Link Prediction | UMLS | ConvE | http://arxiv.org/abs/1707.01476v6 | Hits@10 | 0.990 |
Link Prediction | UMLS | ConvE | http://arxiv.org/abs/1707.01476v6 | MR | 1.51 |
Link Prediction | UMLS | PALT | https://arxiv.org/abs/2210.13715v1 | Hits@10 | 0.990 |
Link Prediction | UMLS | PALT | https://arxiv.org/abs/2210.13715v1 | MR | 1.57 |
Link Prediction | UMLS | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | Hits@10 | 0.989 |
Link Prediction | UMLS | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | MR | 1.84 |
Link Prediction | UMLS | ComplEx | http://arxiv.org/abs/1606.06357v1 | Hits@10 | 0.967 |
Link Prediction | UMLS | ComplEx | http://arxiv.org/abs/1606.06357v1 | MR | 2.59 |
Link Prediction | UMLS | DistMult | http://arxiv.org/abs/1412.6575v4 | Hits@10 | 0.846 |
Link Prediction | UMLS | DistMult | http://arxiv.org/abs/1412.6575v4 | MR | 5.52 |
Link Prediction | YAGO3-10 | MEIM | https://arxiv.org/abs/2209.15597v2 | MRR | 0.585 |
Link Prediction | YAGO3-10 | MEIM | https://arxiv.org/abs/2209.15597v2 | Hits@10 | 0.716 |
Link Prediction | YAGO3-10 | MEIM | https://arxiv.org/abs/2209.15597v2 | Hits@1 | 0.514 |
Link Prediction | YAGO3-10 | MEIM | https://arxiv.org/abs/2209.15597v2 | Hits@3 | 0.625 |
Link Prediction | YAGO3-10 | ComplEx-DURA (large model) | https://arxiv.org/abs/2011.05816v2 | MRR | 0.584 |
Link Prediction | YAGO3-10 | ComplEx-DURA (large model) | https://arxiv.org/abs/2011.05816v2 | Hits@10 | 0.713 |
Link Prediction | YAGO3-10 | ComplEx-DURA (large model) | https://arxiv.org/abs/2011.05816v2 | Hits@1 | 0.511 |
Link Prediction | YAGO3-10 | CP-DURA (large model) | https://arxiv.org/abs/2011.05816v2 | MRR | 0.579 |
Link Prediction | YAGO3-10 | CP-DURA (large model) | https://arxiv.org/abs/2011.05816v2 | Hits@10 | 0.709 |
Link Prediction | YAGO3-10 | CP-DURA (large model) | https://arxiv.org/abs/2011.05816v2 | Hits@1 | 0.506 |
Link Prediction | YAGO3-10 | MEI | https://arxiv.org/abs/2006.16365v2 | MRR | 0.578 |
Link Prediction | YAGO3-10 | MEI | https://arxiv.org/abs/2006.16365v2 | Hits@10 | 0.709 |
Link Prediction | YAGO3-10 | MEI | https://arxiv.org/abs/2006.16365v2 | Hits@1 | 0.505 |
Link Prediction | YAGO3-10 | MEI | https://arxiv.org/abs/2006.16365v2 | Hits@3 | 0.622 |
Link Prediction | YAGO3-10 | MEI | https://arxiv.org/abs/2006.16365v2 | MR | 756 |
Link Prediction | YAGO3-10 | RefE | https://arxiv.org/abs/2005.00545v1 | MRR | 0.577 |
Link Prediction | YAGO3-10 | RefE | https://arxiv.org/abs/2005.00545v1 | Hits@10 | 0.712 |
Link Prediction | YAGO3-10 | RefE | https://arxiv.org/abs/2005.00545v1 | Hits@1 | 0.503 |
Link Prediction | YAGO3-10 | RefE | https://arxiv.org/abs/2005.00545v1 | Hits@3 | 0.621 |
Link Prediction | YAGO3-10 | BoxE | https://arxiv.org/abs/2007.06267v2 | MRR | 0.567 |
Link Prediction | YAGO3-10 | BoxE | https://arxiv.org/abs/2007.06267v2 | Hits@10 | 0.699 |
Link Prediction | YAGO3-10 | BoxE | https://arxiv.org/abs/2007.06267v2 | Hits@1 | 0.494 |
Link Prediction | YAGO3-10 | SAFRAN (white box, rule based) | https://arxiv.org/abs/2109.08002v1 | MRR | 0.564 |
Link Prediction | YAGO3-10 | SAFRAN (white box, rule based) | https://arxiv.org/abs/2109.08002v1 | Hits@10 | 0.693 |
Link Prediction | YAGO3-10 | SAFRAN (white box, rule based) | https://arxiv.org/abs/2109.08002v1 | Hits@1 | 0.492 |
Link Prediction | YAGO3-10 | NBFNet | https://arxiv.org/abs/2106.06935v4 | MRR | 0.563 |
Link Prediction | YAGO3-10 | NBFNet | https://arxiv.org/abs/2106.06935v4 | Hits@10 | 0.708 |
Link Prediction | YAGO3-10 | NBFNet | https://arxiv.org/abs/2106.06935v4 | Hits@1 | 0.480 |
Link Prediction | YAGO3-10 | NBFNet | https://arxiv.org/abs/2106.06935v4 | Hits@3 | 0.612 |
Link Prediction | YAGO3-10 | A*Net | null | MRR | 0.556 |
Link Prediction | YAGO3-10 | A*Net | null | Hits@10 | 0.707 |
Link Prediction | YAGO3-10 | A*Net | null | Hits@1 | 0.470 |
Link Prediction | YAGO3-10 | A*Net | null | Hits@3 | 0.611 |
Link Prediction | YAGO3-10 | DensE | https://arxiv.org/abs/2008.04548v2 | MRR | 0.541 |
Link Prediction | YAGO3-10 | DensE | https://arxiv.org/abs/2008.04548v2 | Hits@10 | 0.678 |
Link Prediction | YAGO3-10 | DensE | https://arxiv.org/abs/2008.04548v2 | Hits@1 | 0.465 |
Link Prediction | YAGO3-10 | DensE | https://arxiv.org/abs/2008.04548v2 | Hits@3 | 0.585 |
Link Prediction | YAGO3-10 | HAKE | https://arxiv.org/abs/1911.09419v3 | MRR | 0.545 |
Link Prediction | YAGO3-10 | HAKE | https://arxiv.org/abs/1911.09419v3 | Hits@10 | 0.694 |
Link Prediction | YAGO3-10 | HAKE | https://arxiv.org/abs/1911.09419v3 | Hits@1 | 0.462 |
Link Prediction | YAGO3-10 | HAKE | https://arxiv.org/abs/1911.09419v3 | Hits@3 | 0.596 |
Link Prediction | YAGO3-10 | InteractE | https://arxiv.org/abs/1911.00219v3 | MRR | 0.541 |
Link Prediction | YAGO3-10 | InteractE | https://arxiv.org/abs/1911.00219v3 | Hits@10 | 0.687 |
Link Prediction | YAGO3-10 | InteractE | https://arxiv.org/abs/1911.00219v3 | Hits@1 | 0.462 |
Link Prediction | YAGO3-10 | Rot-Pro | https://arxiv.org/abs/2110.14450v1 | MRR | 0.542 |
Link Prediction | YAGO3-10 | Rot-Pro | https://arxiv.org/abs/2110.14450v1 | Hits@10 | 0.699 |
Link Prediction | YAGO3-10 | Rot-Pro | https://arxiv.org/abs/2110.14450v1 | Hits@1 | 0.443 |
Link Prediction | YAGO3-10 | Rot-Pro | https://arxiv.org/abs/2110.14450v1 | Hits@3 | 0.596 |
Link Prediction | YAGO3-10 | DihEdral | https://arxiv.org/abs/1906.00687v1 | MRR | 0.472 |
Link Prediction | YAGO3-10 | DihEdral | https://arxiv.org/abs/1906.00687v1 | Hits@10 | 0.643 |
Link Prediction | YAGO3-10 | DihEdral | https://arxiv.org/abs/1906.00687v1 | Hits@1 | 0.381 |
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