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
|
IMDb
|
Event2vec
|
http://arxiv.org/abs/1901.10234v2
|
AUC
|
89.4
|
Link Prediction
|
Wiki
| null |
https://arxiv.org/abs/2203.01820v1
|
AUC
|
200%
|
Link Prediction
|
Wiki
|
BANE
|
https://www.researchgate.net/publication/328688614_Binarized_Attributed_Network_Embedding
|
AUC
|
90.90%
|
Link Prediction
|
YAGO15k
|
TNTComplEx (x10)
|
https://arxiv.org/abs/2004.04926v1
|
MRR
|
0.37
|
Link Prediction
|
YAGO15k
|
TNTComplEx
|
https://arxiv.org/abs/2004.04926v1
|
MRR
|
0.35
|
Link Prediction
|
GDELT
|
SPA
|
https://arxiv.org/abs/2210.16740v1
|
MRR
|
0.36
|
Link Prediction
|
GDELT
|
TLT-KGE(Quaternion)
|
https://dl.acm.org/doi/abs/10.1145/3511808.3557233
|
MRR
|
0.358
|
Link Prediction
|
GDELT
|
RotateQVS
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.27
|
Link Prediction
|
GDELT
|
RotateQVS-Small
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.259
|
Link Prediction
|
GDELT
|
TeRo-Large
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.256
|
Link Prediction
|
GDELT
|
TeRo
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.245
|
Link Prediction
|
GDELT
|
DE-SimplE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.23
|
Link Prediction
|
GDELT
|
TA-DistMult
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.206
|
Link Prediction
|
GDELT
|
DistMult
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.196
|
Link Prediction
|
GDELT
|
TTransE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.115
|
Link Prediction
|
GDELT
|
TransE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.113
|
Link Prediction
|
Decagon
|
Decagon
|
http://arxiv.org/abs/1802.00543v2
|
AUROC
|
0.872
|
Link Prediction
|
Decagon
|
Decagon
|
http://arxiv.org/abs/1802.00543v2
|
AUPRC
|
0.832
|
Link Prediction
|
Decagon
|
Decagon
|
http://arxiv.org/abs/1802.00543v2
|
mAP@50
|
0.803
|
Link Prediction
|
Decagon
|
TIP
|
https://arxiv.org/abs/2001.10516v1
|
AUROC
|
0.914
|
Link Prediction
|
Decagon
|
TIP
|
https://arxiv.org/abs/2001.10516v1
|
AUPRC
|
0.890
|
Link Prediction
|
Decagon
|
TIP
|
https://arxiv.org/abs/2001.10516v1
|
mAP@50
|
0.890
|
Link Prediction
|
ACM
|
GLACE
|
https://arxiv.org/abs/1912.00536v1
|
AP
|
98.24
|
Link Prediction
|
ACM
|
GLACE
|
https://arxiv.org/abs/1912.00536v1
|
AUC
|
98.34
|
Link Prediction
|
FB15k
|
ComplEx-N3 (reciprocal)
|
http://arxiv.org/abs/1806.07297v1
|
Hits@10
|
0.91
|
Link Prediction
|
FB15k
|
ComplEx-N3 (reciprocal)
|
http://arxiv.org/abs/1806.07297v1
|
MRR
|
0.86
|
Link Prediction
|
FB15k
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
Hits@10
|
0.906
|
Link Prediction
|
FB15k
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
Hits@1
|
0.805
|
Link Prediction
|
FB15k
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
Hits@3
|
0.867
|
Link Prediction
|
FB15k
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
MR
|
36
|
Link Prediction
|
FB15k
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
MRR
|
0.843
|
Link Prediction
|
FB15k
|
MEI (small)
|
https://arxiv.org/abs/2006.16365v2
|
Hits@10
|
0.878
|
Link Prediction
|
FB15k
|
MEI (small)
|
https://arxiv.org/abs/2006.16365v2
|
Hits@1
|
0.757
|
Link Prediction
|
FB15k
|
MEI (small)
|
https://arxiv.org/abs/2006.16365v2
|
Hits@3
|
0.823
|
Link Prediction
|
FB15k
|
MEI (small)
|
https://arxiv.org/abs/2006.16365v2
|
MRR
|
0.800
|
Link Prediction
|
FB15k
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
Hits@10
|
0.901
|
Link Prediction
|
FB15k
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
Hits@1
|
0.727
|
Link Prediction
|
FB15k
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
Hits@3
|
0.848
|
Link Prediction
|
FB15k
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
MR
|
21
|
Link Prediction
|
FB15k
|
HHolE
|
https://arxiv.org/abs/1811.01062v2
|
MRR
|
0.796
|
Link Prediction
|
FB15k
|
PyTorch BigGraph (ComplEx)
|
http://arxiv.org/abs/1903.12287v3
|
Hits@10
|
0.872
|
Link Prediction
|
FB15k
|
PyTorch BigGraph (ComplEx)
|
http://arxiv.org/abs/1903.12287v3
|
MRR
|
0.79
|
Link Prediction
|
FB15k
|
PyTorch BigGraph (ComplEx)
|
http://arxiv.org/abs/1903.12287v3
|
MRR raw
|
0.242
|
Link Prediction
|
FB15k
|
ComplEx NSCaching
|
http://arxiv.org/abs/1812.06410v2
|
Hits@10
|
0.8682
|
Link Prediction
|
FB15k
|
ComplEx NSCaching
|
http://arxiv.org/abs/1812.06410v2
|
MR
|
82
|
Link Prediction
|
FB15k
|
ComplEx NSCaching
|
http://arxiv.org/abs/1812.06410v2
|
MRR
|
0.7721
|
Link Prediction
|
FB15k
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
Hits@10
|
0.865
|
Link Prediction
|
FB15k
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
Hits@1
|
0.703
|
Link Prediction
|
FB15k
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
Hits@3
|
0.815
|
Link Prediction
|
FB15k
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
Hits@5
|
0.836
|
Link Prediction
|
FB15k
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
MRR
|
0.768
|
Link Prediction
|
FB15k
|
MDE
|
https://arxiv.org/abs/1905.10702v8
|
Hits@10
|
0.857
|
Link Prediction
|
FB15k
|
MDE
|
https://arxiv.org/abs/1905.10702v8
|
MR
|
49
|
Link Prediction
|
FB15k
|
MDE
|
https://arxiv.org/abs/1905.10702v8
|
MRR
|
0.652
|
Link Prediction
|
FB15k
|
HolE
|
http://arxiv.org/abs/1510.04935v2
|
Hits@10
|
0.739
|
Link Prediction
|
FB15k
|
HolE
|
http://arxiv.org/abs/1510.04935v2
|
Hits@1
|
0.402
|
Link Prediction
|
FB15k
|
HolE
|
http://arxiv.org/abs/1510.04935v2
|
Hits@3
|
0.613
|
Link Prediction
|
FB15k
|
HolE
|
http://arxiv.org/abs/1510.04935v2
|
MRR
|
0.524
|
Link Prediction
|
FB15k
|
ParTransH
|
http://arxiv.org/abs/1703.10316v4
|
Hits@10
|
0.468
|
Link Prediction
|
FB15k
|
ParTransH
|
http://arxiv.org/abs/1703.10316v4
|
MR
|
60
|
Link Prediction
|
AKSW-bib
|
KG2Vec LSTM
|
http://arxiv.org/abs/1803.07828v2
|
Hits@1
|
0.0384
|
Link Prediction
|
AKSW-bib
|
KG2Vec LSTM
|
http://arxiv.org/abs/1803.07828v2
|
Hits@10
|
0.1923
|
Link Prediction
|
AKSW-bib
|
KG2Vec LSTM
|
http://arxiv.org/abs/1803.07828v2
|
Hits@3
|
0.0979
|
Link Prediction
|
Aristo-v4
|
ComplEx-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
MRR
|
0.311
|
Link Prediction
|
Aristo-v4
|
ComplEx-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
Hits@1
|
0.24
|
Link Prediction
|
Aristo-v4
|
ComplEx-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
Hits@3
|
0.336
|
Link Prediction
|
Aristo-v4
|
ComplEx-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
Hits@10
|
0.447
|
Link Prediction
|
CDCP
|
ResAttArg
|
https://arxiv.org/abs/2102.12227v3
|
F1
|
29.73
|
Link Prediction
|
PPI
|
PPPNE
|
http://fange.pro/files/2021PPPNE.pdf
|
AUC
|
82.7%
|
Link Prediction
|
PPI
|
PPPNE
|
http://fange.pro/files/2021PPPNE.pdf
|
AP
|
84.1%
|
Link Prediction
|
PPI
|
HGCN
|
https://arxiv.org/abs/1910.12933v1
|
Accuracy
|
84.5
|
Link Prediction
|
MIT
|
HSRL (DW)
|
http://arxiv.org/abs/1902.06684v1
|
AUC
|
92.6
|
Link Prediction
|
YouTube
|
GATNE-T
|
https://arxiv.org/abs/1905.01669v2
|
F1-Score
|
76.83
|
Link Prediction
|
YouTube
|
GATNE-T
|
https://arxiv.org/abs/1905.01669v2
|
PR AUC
|
81.93
|
Link Prediction
|
YouTube
|
GATNE-T
|
https://arxiv.org/abs/1905.01669v2
|
ROC AUC
|
84.61
|
Link Prediction
|
YouTube
|
PyTorch BigGraph
|
http://arxiv.org/abs/1903.12287v3
|
Macro F1
|
40.9
|
Link Prediction
|
YouTube
|
PyTorch BigGraph
|
http://arxiv.org/abs/1903.12287v3
|
Micro F1
|
48
|
Link Prediction
|
ICEWS14
|
SPA
|
https://arxiv.org/abs/2210.16740v1
|
MRR
|
0.658
|
Link Prediction
|
ICEWS14
|
TLT-KGE(Quaternion)
|
https://dl.acm.org/doi/abs/10.1145/3511808.3557233
|
MRR
|
0.634
|
Link Prediction
|
ICEWS14
|
TNTComplEx (x10)
|
https://arxiv.org/abs/2004.04926v1
|
MRR
|
0.62
|
Link Prediction
|
ICEWS14
|
RotateQVS
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.591
|
Link Prediction
|
ICEWS14
|
TimePlex
|
https://arxiv.org/abs/2005.05035v2
|
MRR
|
0.589
|
Link Prediction
|
ICEWS14
|
TNTComplEx
|
https://arxiv.org/abs/2004.04926v1
|
MRR
|
0.56
|
Link Prediction
|
ICEWS14
|
ATiSE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.55
|
Link Prediction
|
ICEWS14
|
TeRo-Large
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.534
|
Link Prediction
|
ICEWS14
|
DE-SimplE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.526
|
Link Prediction
|
ICEWS14
|
TA-DistMult
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.477
|
Link Prediction
|
ICEWS14
|
QuatE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.471
|
Link Prediction
|
ICEWS14
|
DistMult
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.439
|
Link Prediction
|
ICEWS14
|
RotatE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.418
|
Link Prediction
|
ICEWS14
|
HyTE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.297
|
Link Prediction
|
ICEWS14
|
TransE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.28
|
Link Prediction
|
ICEWS14
|
TTransE
|
https://arxiv.org/abs/2203.07993v2
|
MRR
|
0.255
|
Link Prediction
|
Citeseer (nonstandard variant)
|
GLACE
|
https://arxiv.org/abs/1912.00536v1
|
AUC
|
98.43
|
Link Prediction
|
Citeseer (nonstandard variant)
|
GLACE
|
https://arxiv.org/abs/1912.00536v1
|
AP
|
98.37
|
Link Prediction
|
DBLP
|
GLACE
|
https://arxiv.org/abs/1912.00536v1
|
AUC
|
98.55
|
Link Prediction
|
DBLP
|
GLACE
|
https://arxiv.org/abs/1912.00536v1
|
AP
|
98.4
|
Link Prediction
|
DBLP
|
Event2vec
|
http://arxiv.org/abs/1901.10234v2
|
AUC
|
90.1
|
Link Prediction
|
DBLP
|
HSRL (DW)
|
http://arxiv.org/abs/1902.06684v1
|
AUC
|
84.7
|
Link Prediction
|
protein-protein interactions
|
HOGCN
|
https://arxiv.org/abs/2010.08516v1
|
AUPRC
|
93
|
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