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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