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-237
|
RotatE
|
http://arxiv.org/abs/1903.00757v1
|
Hits@3
|
0.347
|
Link Prediction
|
FB15k-237
|
RotatE
|
http://arxiv.org/abs/1903.00757v1
|
Hits@1
|
0.217
|
Link Prediction
|
FB15k-237
|
RotatE
|
http://arxiv.org/abs/1903.00757v1
|
MR
|
176
|
Link Prediction
|
FB15k-237
|
RotatE
|
http://arxiv.org/abs/1903.00757v1
|
training time (s)
|
857
|
Link Prediction
|
FB15k-237
|
KGLM
|
https://arxiv.org/abs/2211.02744v2
|
MRR
|
.289
|
Link Prediction
|
FB15k-237
|
KGLM
|
https://arxiv.org/abs/2211.02744v2
|
Hits@10
|
0.468
|
Link Prediction
|
FB15k-237
|
KGLM
|
https://arxiv.org/abs/2211.02744v2
|
Hits@3
|
0.314
|
Link Prediction
|
FB15k-237
|
KGLM
|
https://arxiv.org/abs/2211.02744v2
|
Hits@1
|
0.200
|
Link Prediction
|
FB15k-237
|
KGLM
|
https://arxiv.org/abs/2211.02744v2
|
MR
|
125.9
|
Link Prediction
|
FB15k-237
|
JoBi ComplEx
|
https://arxiv.org/abs/1910.11583v1
|
MRR
|
0.29
|
Link Prediction
|
FB15k-237
|
JoBi ComplEx
|
https://arxiv.org/abs/1910.11583v1
|
Hits@10
|
0.479
|
Link Prediction
|
FB15k-237
|
JoBi ComplEx
|
https://arxiv.org/abs/1910.11583v1
|
Hits@3
|
0.319
|
Link Prediction
|
FB15k-237
|
JoBi ComplEx
|
https://arxiv.org/abs/1910.11583v1
|
Hits@1
|
0.199
|
Link Prediction
|
FB15k-237
|
TransE
|
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
|
MRR
|
0.2904
|
Link Prediction
|
FB15k-237
|
TransE
|
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
|
Hits@10
|
.4709
|
Link Prediction
|
FB15k-237
|
TransE
|
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
|
Hits@1
|
0.1987
|
Link Prediction
|
FB15k-237
|
GenKGC
|
https://arxiv.org/abs/2202.02113v7
|
Hits@10
|
0.439
|
Link Prediction
|
FB15k-237
|
GenKGC
|
https://arxiv.org/abs/2202.02113v7
|
Hits@3
|
0.355
|
Link Prediction
|
FB15k-237
|
GenKGC
|
https://arxiv.org/abs/2202.02113v7
|
Hits@1
|
0.192
|
Link Prediction
|
FB15k-237
|
MLMLM
|
https://arxiv.org/abs/2009.07058v1
|
MRR
|
0.2591
|
Link Prediction
|
FB15k-237
|
MLMLM
|
https://arxiv.org/abs/2009.07058v1
|
Hits@10
|
0.4026
|
Link Prediction
|
FB15k-237
|
MLMLM
|
https://arxiv.org/abs/2009.07058v1
|
Hits@3
|
0.2820
|
Link Prediction
|
FB15k-237
|
MLMLM
|
https://arxiv.org/abs/2009.07058v1
|
Hits@1
|
0.1871
|
Link Prediction
|
FB15k-237
|
MLMLM
|
https://arxiv.org/abs/2009.07058v1
|
MR
|
411
|
Link Prediction
|
FB15k-237
|
RR-GCN-PPV
|
https://arxiv.org/abs/2203.02424v2
|
MRR
|
0.238
|
Link Prediction
|
FB15k-237
|
RR-GCN-PPV
|
https://arxiv.org/abs/2203.02424v2
|
Hits@10
|
0.412
|
Link Prediction
|
FB15k-237
|
RR-GCN-PPV
|
https://arxiv.org/abs/2203.02424v2
|
Hits@3
|
0.256
|
Link Prediction
|
FB15k-237
|
RR-GCN-PPV
|
https://arxiv.org/abs/2203.02424v2
|
Hits@1
|
0.157
|
Link Prediction
|
FB15k-237
|
TransD
|
https://aclanthology.org/P15-1067
|
MRR
|
0.2527
|
Link Prediction
|
FB15k-237
|
TransD
|
https://aclanthology.org/P15-1067
|
Hits@10
|
0.4605
|
Link Prediction
|
FB15k-237
|
TransD
|
https://aclanthology.org/P15-1067
|
Hits@1
|
0.1483
|
Link Prediction
|
FB15k-237
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
MRR
|
0.010
|
Link Prediction
|
FB15k-237
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
Hits@10
|
0.014
|
Link Prediction
|
FB15k-237
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
Hits@3
|
0.011
|
Link Prediction
|
FB15k-237
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
Hits@1
|
0.007
|
Link Prediction
|
FB15k-237
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
MR
|
7030
|
Link Prediction
|
FB15k-237
|
HittER
|
https://arxiv.org/abs/2008.12813v2
|
MRR
|
0.373
|
Link Prediction
|
FB15k-237
|
HittER
|
https://arxiv.org/abs/2008.12813v2
|
Hits@3
|
0.409
|
Link Prediction
|
FB15k-237
|
HittER
|
https://arxiv.org/abs/2008.12813v2
|
Hit@10
|
0.558
|
Link Prediction
|
FB15k-237
|
HittER
|
https://arxiv.org/abs/2008.12813v2
|
Hit@1
|
0.279
|
Link Prediction
|
FB15k-237
|
AutoKGE
|
https://arxiv.org/abs/1904.11682v3
|
MRR
|
0.365
|
Link Prediction
|
FB15k-237
|
AutoKGE
|
https://arxiv.org/abs/1904.11682v3
|
Hits@10
|
0.555
|
Link Prediction
|
FB15k-237
|
CP-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
MRR
|
0.366
|
Link Prediction
|
FB15k-237
|
CP-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
Hits@10
|
0.55
|
Link Prediction
|
FB15k-237
|
DistMult (after variational EM)
|
https://arxiv.org/abs/1907.01068v1
|
MRR
|
0.357
|
Link Prediction
|
FB15k-237
|
DistMult (after variational EM)
|
https://arxiv.org/abs/1907.01068v1
|
Hits@10
|
0.548
|
Link Prediction
|
FB15k-237
|
KG-R3
|
https://arxiv.org/abs/2212.09724v3
|
Hits@10
|
0.539
|
Link Prediction
|
FB15k-237
|
LASS
|
https://arxiv.org/abs/2209.08721v1
|
Hits@10
|
0.533
|
Link Prediction
|
FB15k-237
|
LASS
|
https://arxiv.org/abs/2209.08721v1
|
MR
|
108
|
Link Prediction
|
FB15k-237
|
MDE_adv
|
https://arxiv.org/abs/1905.10702v8
|
MRR
|
0.344
|
Link Prediction
|
FB15k-237
|
MDE_adv
|
https://arxiv.org/abs/1905.10702v8
|
Hits@10
|
0.531
|
Link Prediction
|
FB15k-237
|
MDE_adv
|
https://arxiv.org/abs/1905.10702v8
|
MR
|
203
|
Link Prediction
|
FB15k-237
|
GFA-NN
|
https://2021.ecmlpkdd.org/wp-content/uploads/2021/07/sub_1096.pdf
|
MRR
|
0.338
|
Link Prediction
|
FB15k-237
|
GFA-NN
|
https://2021.ecmlpkdd.org/wp-content/uploads/2021/07/sub_1096.pdf
|
Hits@10
|
0.522
|
Link Prediction
|
FB15k-237
|
GFA-NN
|
https://2021.ecmlpkdd.org/wp-content/uploads/2021/07/sub_1096.pdf
|
MR
|
186
|
Link Prediction
|
FB15k-237
|
KGRefiner
|
https://arxiv.org/abs/2106.14233v2
|
MRR
|
0.302
|
Link Prediction
|
FB15k-237
|
KGRefiner
|
https://arxiv.org/abs/2106.14233v2
|
Hits@10
|
0.489
|
Link Prediction
|
FB15k-237
|
KGRefiner
|
https://arxiv.org/abs/2106.14233v2
|
MR
|
203
|
Link Prediction
|
FB15k-237
|
KGRefiner
|
https://arxiv.org/abs/2106.14233v2
|
training time (s)
|
1100
|
Link Prediction
|
FB15k-237
|
ComplEx NSCaching
|
http://arxiv.org/abs/1812.06410v2
|
MRR
|
0.3021
|
Link Prediction
|
FB15k-237
|
ComplEx NSCaching
|
http://arxiv.org/abs/1812.06410v2
|
Hits@10
|
0.4805
|
Link Prediction
|
FB15k-237
|
ComplEx NSCaching
|
http://arxiv.org/abs/1812.06410v2
|
MR
|
221
|
Link Prediction
|
FB15k-237
|
LogicENN
|
https://arxiv.org/abs/1908.07141v1
|
Hits@10
|
0.473
|
Link Prediction
|
FB15k-237
|
LogicENN
|
https://arxiv.org/abs/1908.07141v1
|
MR
|
424
|
Link Prediction
|
FB15k-237
|
KBGAN (TransD + ComplEx)
|
http://arxiv.org/abs/1711.04071v3
|
MRR
|
0.277
|
Link Prediction
|
FB15k-237
|
KBGAN (TransD + ComplEx)
|
http://arxiv.org/abs/1711.04071v3
|
Hits@10
|
0.458
|
Link Prediction
|
FB15k-237
|
PALT
|
https://arxiv.org/abs/2210.13715v1
|
Hits@10
|
0.444
|
Link Prediction
|
FB15k-237
|
PALT
|
https://arxiv.org/abs/2210.13715v1
|
MR
|
144
|
Link Prediction
|
FB15k-237
|
ComplEx
|
http://arxiv.org/abs/1606.06357v1
|
Hits@10
|
0.428
|
Link Prediction
|
FB15k-237
|
ConvKB (Corrected)
|
https://arxiv.org/abs/1911.03903v3
|
MRR
|
.309
|
Link Prediction
|
FB15k-237
|
ConvKB (Corrected)
|
https://arxiv.org/abs/1911.03903v3
|
Hits@10
|
.421
|
Link Prediction
|
FB15k-237
|
ConvKB (Corrected)
|
https://arxiv.org/abs/1911.03903v3
|
MR
|
309
|
Link Prediction
|
FB15k-237
|
KG-BERT
|
https://arxiv.org/abs/1909.03193v2
|
Hits@10
|
0.42
|
Link Prediction
|
FB15k-237
|
KG-BERT
|
https://arxiv.org/abs/1909.03193v2
|
MR
|
153
|
Link Prediction
|
FB15k-237
|
DistMult
|
http://arxiv.org/abs/1412.6575v4
|
MRR
|
0.241
|
Link Prediction
|
FB15k-237
|
DistMult
|
http://arxiv.org/abs/1412.6575v4
|
Hits@10
|
0.419
|
Link Prediction
|
FB15k-237
|
KBAT (Corrected)
|
https://arxiv.org/abs/1911.03903v3
|
MRR
|
.157
|
Link Prediction
|
FB15k-237
|
KBAT (Corrected)
|
https://arxiv.org/abs/1911.03903v3
|
Hits@10
|
.331
|
Link Prediction
|
FB15k-237
|
KBAT (Corrected)
|
https://arxiv.org/abs/1911.03903v3
|
MR
|
270
|
Link Prediction
|
FB15k-237
|
CapsE (Corrected)
|
https://arxiv.org/abs/1911.03903v3
|
MRR
|
.032
|
Link Prediction
|
FB15k-237
|
CapsE (Corrected)
|
https://arxiv.org/abs/1911.03903v3
|
Hits@10
|
.057
|
Link Prediction
|
FB15k-237
|
CapsE (Corrected)
|
https://arxiv.org/abs/1911.03903v3
|
MR
|
446
|
Link Prediction
|
Twitter
|
GATNE-T
|
https://arxiv.org/abs/1905.01669v2
|
F1-Score
|
84.96
|
Link Prediction
|
Twitter
|
GATNE-T
|
https://arxiv.org/abs/1905.01669v2
|
PR AUC
|
91.77
|
Link Prediction
|
Twitter
|
GATNE-T
|
https://arxiv.org/abs/1905.01669v2
|
ROC AUC
|
92.3
|
Link Prediction
|
COLLAB
|
GatedGCN-PE
|
https://arxiv.org/abs/2003.00982v5
|
Hits
|
52.849
|
Link Prediction
|
OpenBioLink
|
DistMult
| null |
Hits@10
|
0.542
|
Link Prediction
|
OpenBioLink
|
RotatE
| null |
Hits@10
|
0.527
|
Link Prediction
|
OpenBioLink
|
ComplEx
| null |
Hits@10
|
0.514
|
Link Prediction
|
OpenBioLink
|
AnyBURL (white box, rule based)
| null |
Hits@10
|
0.507
|
Link Prediction
|
OpenBioLink
|
AnyBURL (white box, rule based)
| null |
Interpretable
|
yes
|
Link Prediction
|
OpenBioLink
|
SAFRAN (white box, rule based)
| null |
Hits@10
|
0.507
|
Link Prediction
|
OpenBioLink
|
SAFRAN (white box, rule based)
| null |
Interpretable
|
yes
|
Link Prediction
|
OpenBioLink
|
TransE
| null |
Hits@10
|
0.446
|
Link Prediction
|
OpenBioLink
|
RESCAL
| null |
Hits@10
|
0.408
|
Link Prediction
|
OpenBioLink
|
TransR
| null |
Hits@10
|
0.247
|
Link Prediction
|
Drug-target interactions
|
HOGCN
|
https://arxiv.org/abs/2010.08516v1
|
AUPRC
|
93.7
|
Link Prediction
|
Cora
|
NESS
|
https://arxiv.org/abs/2303.08958v2
|
AUC
|
98.46%
|
Link Prediction
|
Cora
|
NESS
|
https://arxiv.org/abs/2303.08958v2
|
AP
|
98.71%
|
Link Prediction
|
Cora
|
Walkpooling
|
https://arxiv.org/abs/2110.04375v2
|
AUC
|
95.9%
|
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