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
|
Wikidata5M
|
ComplEx
|
https://arxiv.org/abs/1911.06136v3
|
Hits@3
|
0.310
|
Link Prediction
|
Wikidata5M
|
ComplEx
|
https://arxiv.org/abs/1911.06136v3
|
Hits@10
|
0.373
|
Link Prediction
|
Wikidata5M
|
TransE
|
https://arxiv.org/abs/1911.06136v3
|
MRR
|
0.253
|
Link Prediction
|
Wikidata5M
|
TransE
|
https://arxiv.org/abs/1911.06136v3
|
Hits@1
|
0.17
|
Link Prediction
|
Wikidata5M
|
TransE
|
https://arxiv.org/abs/1911.06136v3
|
Hits@3
|
0.311
|
Link Prediction
|
Wikidata5M
|
TransE
|
https://arxiv.org/abs/1911.06136v3
|
Hits@10
|
0.392
|
Link Prediction
|
Wikidata5M
|
DistMult
|
https://arxiv.org/abs/1911.06136v3
|
MRR
|
0.253
|
Link Prediction
|
Wikidata5M
|
DistMult
|
https://arxiv.org/abs/1911.06136v3
|
Hits@1
|
0.208
|
Link Prediction
|
Wikidata5M
|
DistMult
|
https://arxiv.org/abs/1911.06136v3
|
Hits@3
|
0.278
|
Link Prediction
|
Wikidata5M
|
DistMult
|
https://arxiv.org/abs/1911.06136v3
|
Hits@10
|
0.334
|
Link Prediction
|
Wikidata5M
|
KEPLER-Wiki-rel
|
https://arxiv.org/abs/1911.06136v3
|
MRR
|
0.210
|
Link Prediction
|
Wikidata5M
|
KEPLER-Wiki-rel
|
https://arxiv.org/abs/1911.06136v3
|
Hits@1
|
0.173
|
Link Prediction
|
Wikidata5M
|
KEPLER-Wiki-rel
|
https://arxiv.org/abs/1911.06136v3
|
Hits@3
|
0.224
|
Link Prediction
|
Wikidata5M
|
KEPLER-Wiki-rel
|
https://arxiv.org/abs/1911.06136v3
|
Hits@10
|
0.277
|
Link Prediction
|
Drug-Drug Interactions
|
HOGCN
|
https://arxiv.org/abs/2010.08516v1
|
AUPRC
|
89.7
|
Link Prediction
|
WN18
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
MRR
|
0.963
|
Link Prediction
|
WN18
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
Hits@10
|
0.964
|
Link Prediction
|
WN18
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
Hits@3
|
0.964
|
Link Prediction
|
WN18
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
Hits@1
|
0.953
|
Link Prediction
|
WN18
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
MR
|
740
|
Link Prediction
|
WN18
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
MRR
|
0.952
|
Link Prediction
|
WN18
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
Hits@10
|
0.961
|
Link Prediction
|
WN18
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
Hits@3
|
0.955
|
Link Prediction
|
WN18
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
Hits@1
|
0.947
|
Link Prediction
|
WN18
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
MR
|
170
|
Link Prediction
|
WN18
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
MRR
|
0.95
|
Link Prediction
|
WN18
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
Hits@10
|
0.961
|
Link Prediction
|
WN18
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
Hits@3
|
0.954
|
Link Prediction
|
WN18
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
Hits@1
|
0.944
|
Link Prediction
|
WN18
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
MR
|
120
|
Link Prediction
|
WN18
|
AutoKGE
|
https://arxiv.org/abs/1904.11682v3
|
MRR
|
0.952
|
Link Prediction
|
WN18
|
AutoKGE
|
https://arxiv.org/abs/1904.11682v3
|
Hits@10
|
0.961
|
Link Prediction
|
WN18
|
MEI (small)
|
https://arxiv.org/abs/2006.16365v2
|
MRR
|
0.951
|
Link Prediction
|
WN18
|
MEI (small)
|
https://arxiv.org/abs/2006.16365v2
|
Hits@10
|
0.960
|
Link Prediction
|
WN18
|
MEI (small)
|
https://arxiv.org/abs/2006.16365v2
|
Hits@3
|
0.953
|
Link Prediction
|
WN18
|
MEI (small)
|
https://arxiv.org/abs/2006.16365v2
|
Hits@1
|
0.946
|
Link Prediction
|
WN18
|
ComplEx-N3 (reciprocal)
|
http://arxiv.org/abs/1806.07297v1
|
Hits@10
|
0.96
|
Link Prediction
|
WN18
|
QuatE
|
https://arxiv.org/abs/1904.10281v3
|
MRR
|
0.95
|
Link Prediction
|
WN18
|
QuatE
|
https://arxiv.org/abs/1904.10281v3
|
Hits@10
|
0.959
|
Link Prediction
|
WN18
|
QuatE
|
https://arxiv.org/abs/1904.10281v3
|
Hits@3
|
0.954
|
Link Prediction
|
WN18
|
QuatE
|
https://arxiv.org/abs/1904.10281v3
|
Hits@1
|
0.945
|
Link Prediction
|
WN18
|
QuatE
|
https://arxiv.org/abs/1904.10281v3
|
MR
|
162
|
Link Prediction
|
WN18
|
DensE
|
https://arxiv.org/abs/2008.04548v2
|
MRR
|
0.950
|
Link Prediction
|
WN18
|
DensE
|
https://arxiv.org/abs/2008.04548v2
|
Hits@10
|
0.959
|
Link Prediction
|
WN18
|
DensE
|
https://arxiv.org/abs/2008.04548v2
|
Hits@3
|
0.954
|
Link Prediction
|
WN18
|
DensE
|
https://arxiv.org/abs/2008.04548v2
|
Hits@1
|
0.945
|
Link Prediction
|
WN18
|
DensE
|
https://arxiv.org/abs/2008.04548v2
|
MR
|
285
|
Link Prediction
|
WN18
|
RotatE
|
http://arxiv.org/abs/1902.10197v1
|
MRR
|
0.949
|
Link Prediction
|
WN18
|
RotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@10
|
0.959
|
Link Prediction
|
WN18
|
RotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@3
|
0.952
|
Link Prediction
|
WN18
|
RotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@1
|
0.944
|
Link Prediction
|
WN18
|
RotatE
|
http://arxiv.org/abs/1902.10197v1
|
MR
|
309
|
Link Prediction
|
WN18
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
MRR
|
0.953
|
Link Prediction
|
WN18
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
Hits@10
|
0.958
|
Link Prediction
|
WN18
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
Hits@3
|
0.955
|
Link Prediction
|
WN18
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
Hits@1
|
0.949
|
Link Prediction
|
WN18
|
HypER
|
https://arxiv.org/abs/1808.07018v5
|
MRR
|
0.951
|
Link Prediction
|
WN18
|
HypER
|
https://arxiv.org/abs/1808.07018v5
|
Hits@10
|
0.958
|
Link Prediction
|
WN18
|
HypER
|
https://arxiv.org/abs/1808.07018v5
|
Hits@3
|
0.955
|
Link Prediction
|
WN18
|
HypER
|
https://arxiv.org/abs/1808.07018v5
|
Hits@1
|
0.947
|
Link Prediction
|
WN18
|
ConvR
|
https://aclanthology.org/N19-1103
|
MRR
|
0.951
|
Link Prediction
|
WN18
|
ConvR
|
https://aclanthology.org/N19-1103
|
Hits@10
|
0.958
|
Link Prediction
|
WN18
|
ConvR
|
https://aclanthology.org/N19-1103
|
Hits@3
|
0.955
|
Link Prediction
|
WN18
|
ConvR
|
https://aclanthology.org/N19-1103
|
Hits@1
|
0.947
|
Link Prediction
|
WN18
|
MEI-BTD
|
https://arxiv.org/abs/2006.16365v2
|
MRR
|
0.950
|
Link Prediction
|
WN18
|
MEI-BTD
|
https://arxiv.org/abs/2006.16365v2
|
Hits@10
|
0.957
|
Link Prediction
|
WN18
|
MEI-BTD
|
https://arxiv.org/abs/2006.16365v2
|
Hits@3
|
0.952
|
Link Prediction
|
WN18
|
MEI-BTD
|
https://arxiv.org/abs/2006.16365v2
|
Hits@1
|
0.946
|
Link Prediction
|
WN18
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
MRR
|
0.947
|
Link Prediction
|
WN18
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@10
|
0.957
|
Link Prediction
|
WN18
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@3
|
0.950
|
Link Prediction
|
WN18
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@1
|
0.942
|
Link Prediction
|
WN18
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
MR
|
254
|
Link Prediction
|
WN18
|
OPTransE
|
https://arxiv.org/abs/1909.11864v1
|
Hits@10
|
0.957
|
Link Prediction
|
WN18
|
OPTransE
|
https://arxiv.org/abs/1909.11864v1
|
MR
|
199
|
Link Prediction
|
WN18
|
Quaternion
|
https://arxiv.org/abs/1903.11406v4
|
MRR
|
0.941
|
Link Prediction
|
WN18
|
Quaternion
|
https://arxiv.org/abs/1903.11406v4
|
Hits@10
|
0.956
|
Link Prediction
|
WN18
|
Quaternion
|
https://arxiv.org/abs/1903.11406v4
|
Hits@3
|
0.950
|
Link Prediction
|
WN18
|
Quaternion
|
https://arxiv.org/abs/1903.11406v4
|
Hits@1
|
0.931
|
Link Prediction
|
WN18
|
ConvE
|
http://arxiv.org/abs/1707.01476v6
|
MRR
|
0.943
|
Link Prediction
|
WN18
|
ConvE
|
http://arxiv.org/abs/1707.01476v6
|
Hits@10
|
0.956
|
Link Prediction
|
WN18
|
ConvE
|
http://arxiv.org/abs/1707.01476v6
|
Hits@3
|
0.946
|
Link Prediction
|
WN18
|
ConvE
|
http://arxiv.org/abs/1707.01476v6
|
Hits@1
|
0.935
|
Link Prediction
|
WN18
|
ConvE
|
http://arxiv.org/abs/1707.01476v6
|
MR
|
374
|
Link Prediction
|
WN18
|
MDE
|
https://arxiv.org/abs/1905.10702v8
|
MRR
|
0.871
|
Link Prediction
|
WN18
|
MDE
|
https://arxiv.org/abs/1905.10702v8
|
Hits@10
|
0.956
|
Link Prediction
|
WN18
|
MDE
|
https://arxiv.org/abs/1905.10702v8
|
MR
|
118
|
Link Prediction
|
WN18
|
SimplE
|
http://arxiv.org/abs/1903.00757v1
|
MRR
|
0.948
|
Link Prediction
|
WN18
|
SimplE
|
http://arxiv.org/abs/1903.00757v1
|
Hits@10
|
0.954
|
Link Prediction
|
WN18
|
SimplE
|
http://arxiv.org/abs/1903.00757v1
|
Hits@3
|
0.950
|
Link Prediction
|
WN18
|
SimplE
|
http://arxiv.org/abs/1903.00757v1
|
Hits@1
|
0.944
|
Link Prediction
|
WN18
|
SimplE
|
http://arxiv.org/abs/1903.00757v1
|
MR
|
412
|
Link Prediction
|
WN18
|
SimplE
|
http://arxiv.org/abs/1903.00757v1
|
training time (s)
|
1042
|
Link Prediction
|
WN18
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
MRR
|
.939
|
Link Prediction
|
WN18
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
Hits@10
|
.951
|
Link Prediction
|
WN18
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
Hits@3
|
.945
|
Link Prediction
|
WN18
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
Hits@1
|
.931
|
Link Prediction
|
WN18
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
MR
|
183
|
Link Prediction
|
WN18
|
HolE
|
http://arxiv.org/abs/1510.04935v2
|
MRR
|
0.938
|
Link Prediction
|
WN18
|
HolE
|
http://arxiv.org/abs/1510.04935v2
|
Hits@10
|
0.949
|
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