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
|
WN18RR
|
TransE
|
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
|
Hits@10
|
0.5555
|
Link Prediction
|
WN18RR
|
TransE
|
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
|
Hits@1
|
0.4226
|
Link Prediction
|
WN18RR
|
ComplEx (SCE w/ LS pretrained)
|
https://arxiv.org/abs/2106.07250v4
|
MRR
|
0.481
|
Link Prediction
|
WN18RR
|
ComplEx (SCE w/ LS pretrained)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@10
|
0.553
|
Link Prediction
|
WN18RR
|
ComplEx (SCE w/ LS pretrained)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@3
|
0.496
|
Link Prediction
|
WN18RR
|
ComplEx (SCE w/ LS pretrained)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@1
|
0.444
|
Link Prediction
|
WN18RR
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
MRR
|
0.462
|
Link Prediction
|
WN18RR
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@10
|
0.552
|
Link Prediction
|
WN18RR
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@3
|
0.479
|
Link Prediction
|
WN18RR
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@1
|
0.417
|
Link Prediction
|
WN18RR
|
pRotatE
|
http://arxiv.org/abs/1902.10197v1
|
MR
|
2923
|
Link Prediction
|
WN18RR
|
CP-DURA
|
https://arxiv.org/abs/2011.05816v2
|
MRR
|
0.478
|
Link Prediction
|
WN18RR
|
CP-DURA
|
https://arxiv.org/abs/2011.05816v2
|
Hits@10
|
0.552
|
Link Prediction
|
WN18RR
|
CP-DURA
|
https://arxiv.org/abs/2011.05816v2
|
Hits@1
|
0.441
|
Link Prediction
|
WN18RR
|
MEI
|
https://arxiv.org/abs/2006.16365v2
|
MRR
|
0.481
|
Link Prediction
|
WN18RR
|
MEI
|
https://arxiv.org/abs/2006.16365v2
|
Hits@10
|
0.551
|
Link Prediction
|
WN18RR
|
MEI
|
https://arxiv.org/abs/2006.16365v2
|
Hits@3
|
0.496
|
Link Prediction
|
WN18RR
|
MEI
|
https://arxiv.org/abs/2006.16365v2
|
Hits@1
|
0.444
|
Link Prediction
|
WN18RR
|
ProbCBR
|
https://arxiv.org/abs/2010.03548v2
|
MRR
|
0.48
|
Link Prediction
|
WN18RR
|
ProbCBR
|
https://arxiv.org/abs/2010.03548v2
|
Hits@10
|
0.55
|
Link Prediction
|
WN18RR
|
ProbCBR
|
https://arxiv.org/abs/2010.03548v2
|
Hits@3
|
0.49
|
Link Prediction
|
WN18RR
|
ProbCBR
|
https://arxiv.org/abs/2010.03548v2
|
Hits@1
|
0.43
|
Link Prediction
|
WN18RR
|
CompGCN
|
https://arxiv.org/abs/1911.03082v2
|
MRR
|
0.479
|
Link Prediction
|
WN18RR
|
CompGCN
|
https://arxiv.org/abs/1911.03082v2
|
Hits@10
|
0.546
|
Link Prediction
|
WN18RR
|
CompGCN
|
https://arxiv.org/abs/1911.03082v2
|
Hits@3
|
0.494
|
Link Prediction
|
WN18RR
|
CompGCN
|
https://arxiv.org/abs/1911.03082v2
|
Hits@1
|
0.443
|
Link Prediction
|
WN18RR
|
CompGCN
|
https://arxiv.org/abs/1911.03082v2
|
MR
|
3533
|
Link Prediction
|
WN18RR
|
ComplEx (SCE w/ LS)
|
https://arxiv.org/abs/2106.07250v4
|
MRR
|
0.477
|
Link Prediction
|
WN18RR
|
ComplEx (SCE w/ LS)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@10
|
0.546
|
Link Prediction
|
WN18RR
|
ComplEx (SCE w/ LS)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@3
|
0.491
|
Link Prediction
|
WN18RR
|
ComplEx (SCE w/ LS)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@1
|
0.441
|
Link Prediction
|
WN18RR
|
Structure-Aware Convolutional Networks
|
http://arxiv.org/abs/1811.04441v2
|
MRR
|
0.47
|
Link Prediction
|
WN18RR
|
Structure-Aware Convolutional Networks
|
http://arxiv.org/abs/1811.04441v2
|
Hits@10
|
0.54
|
Link Prediction
|
WN18RR
|
Structure-Aware Convolutional Networks
|
http://arxiv.org/abs/1811.04441v2
|
Hits@3
|
0.48
|
Link Prediction
|
WN18RR
|
Structure-Aware Convolutional Networks
|
http://arxiv.org/abs/1811.04441v2
|
Hits@1
|
0.43
|
Link Prediction
|
WN18RR
|
ConvR
|
https://aclanthology.org/N19-1103
|
MRR
|
0.475
|
Link Prediction
|
WN18RR
|
ConvR
|
https://aclanthology.org/N19-1103
|
Hits@10
|
0.537
|
Link Prediction
|
WN18RR
|
ConvR
|
https://aclanthology.org/N19-1103
|
Hits@3
|
0.489
|
Link Prediction
|
WN18RR
|
ConvR
|
https://aclanthology.org/N19-1103
|
Hits@1
|
0.443
|
Link Prediction
|
WN18RR
|
GenKGC
|
https://arxiv.org/abs/2202.02113v7
|
Hits@10
|
0.535
|
Link Prediction
|
WN18RR
|
GenKGC
|
https://arxiv.org/abs/2202.02113v7
|
Hits@3
|
0.403
|
Link Prediction
|
WN18RR
|
GenKGC
|
https://arxiv.org/abs/2202.02113v7
|
Hits@1
|
0.287
|
Link Prediction
|
WN18RR
|
InteractE
|
https://arxiv.org/abs/1911.00219v3
|
MRR
|
0.463
|
Link Prediction
|
WN18RR
|
InteractE
|
https://arxiv.org/abs/1911.00219v3
|
Hits@10
|
0.528
|
Link Prediction
|
WN18RR
|
InteractE
|
https://arxiv.org/abs/1911.00219v3
|
Hits@1
|
0.430
|
Link Prediction
|
WN18RR
|
InteractE
|
https://arxiv.org/abs/1911.00219v3
|
MR
|
5202
|
Link Prediction
|
WN18RR
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
MRR
|
0.470
|
Link Prediction
|
WN18RR
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
Hits@10
|
0.526
|
Link Prediction
|
WN18RR
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
Hits@3
|
0.482
|
Link Prediction
|
WN18RR
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
Hits@1
|
0.443
|
Link Prediction
|
WN18RR
|
ConvKB
|
http://arxiv.org/abs/1712.02121v2
|
MRR
|
0.248
|
Link Prediction
|
WN18RR
|
ConvKB
|
http://arxiv.org/abs/1712.02121v2
|
Hits@10
|
0.525
|
Link Prediction
|
WN18RR
|
ConvKB
|
http://arxiv.org/abs/1712.02121v2
|
MR
|
2554.0
|
Link Prediction
|
WN18RR
|
KG-BERT
|
https://arxiv.org/abs/1909.03193v2
|
Hits@10
|
0.524
|
Link Prediction
|
WN18RR
|
KG-BERT
|
https://arxiv.org/abs/1909.03193v2
|
MR
|
97
|
Link Prediction
|
WN18RR
|
HypER
|
https://arxiv.org/abs/1808.07018v5
|
MRR
|
0.465
|
Link Prediction
|
WN18RR
|
HypER
|
https://arxiv.org/abs/1808.07018v5
|
Hits@10
|
0.522
|
Link Prediction
|
WN18RR
|
HypER
|
https://arxiv.org/abs/1808.07018v5
|
Hits@3
|
0.477
|
Link Prediction
|
WN18RR
|
HypER
|
https://arxiv.org/abs/1808.07018v5
|
Hits@1
|
0.436
|
Link Prediction
|
WN18RR
|
HypER
|
https://arxiv.org/abs/1808.07018v5
|
MR
|
5796
|
Link Prediction
|
WN18RR
|
ConvE
|
http://arxiv.org/abs/1707.01476v6
|
MRR
|
0.430
|
Link Prediction
|
WN18RR
|
ConvE
|
http://arxiv.org/abs/1707.01476v6
|
Hits@10
|
0.520
|
Link Prediction
|
WN18RR
|
ConvE
|
http://arxiv.org/abs/1707.01476v6
|
Hits@3
|
0.440
|
Link Prediction
|
WN18RR
|
ConvE
|
http://arxiv.org/abs/1707.01476v6
|
Hits@1
|
0.400
|
Link Prediction
|
WN18RR
|
RESCAL + Decom
|
https://arxiv.org/abs/1911.04053v2
|
MRR
|
0.457
|
Link Prediction
|
WN18RR
|
RESCAL + Decom
|
https://arxiv.org/abs/1911.04053v2
|
Hits@10
|
0.515
|
Link Prediction
|
WN18RR
|
RESCAL + Decom
|
https://arxiv.org/abs/1911.04053v2
|
Hits@3
|
0.469
|
Link Prediction
|
WN18RR
|
RESCAL + Decom
|
https://arxiv.org/abs/1911.04053v2
|
Hits@1
|
0.427
|
Link Prediction
|
WN18RR
|
ComplEx
|
http://arxiv.org/abs/1606.06357v1
|
MRR
|
0.440
|
Link Prediction
|
WN18RR
|
ComplEx
|
http://arxiv.org/abs/1606.06357v1
|
Hits@10
|
0.510
|
Link Prediction
|
WN18RR
|
ComplEx
|
http://arxiv.org/abs/1606.06357v1
|
Hits@1
|
0.410
|
Link Prediction
|
WN18RR
|
ComplEx NSCaching
|
http://arxiv.org/abs/1812.06410v2
|
MRR
|
0.4463
|
Link Prediction
|
WN18RR
|
ComplEx NSCaching
|
http://arxiv.org/abs/1812.06410v2
|
Hits@10
|
0.5089
|
Link Prediction
|
WN18RR
|
ComplEx NSCaching
|
http://arxiv.org/abs/1812.06410v2
|
MR
|
5365
|
Link Prediction
|
WN18RR
|
RotatE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
MRR
|
0.411
|
Link Prediction
|
WN18RR
|
RotatE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
Hits@10
|
0.491
|
Link Prediction
|
WN18RR
|
RotatE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
Hits@3
|
0.43
|
Link Prediction
|
WN18RR
|
KBGAN (TransD + ComplEx)
|
http://arxiv.org/abs/1711.04071v3
|
MRR
|
0.215
|
Link Prediction
|
WN18RR
|
KBGAN (TransD + ComplEx)
|
http://arxiv.org/abs/1711.04071v3
|
Hits@10
|
0.469
|
Link Prediction
|
WN18RR
|
TransE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
MRR
|
0.342
|
Link Prediction
|
WN18RR
|
TransE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
Hits@10
|
0.413
|
Link Prediction
|
WN18RR
|
TransE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
Hits@3
|
0.365
|
Link Prediction
|
WN18RR
|
TransE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
Hits@1
|
0.3
|
Link Prediction
|
WN18RR
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
MRR
|
0.35
|
Link Prediction
|
WN18RR
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
Hits@10
|
0.35
|
Link Prediction
|
WN18RR
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
Hits@3
|
0.35
|
Link Prediction
|
WN18RR
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
Hits@1
|
0.35
|
Link Prediction
|
WN18RR
|
Inverse Model
|
http://arxiv.org/abs/1707.01476v6
|
MR
|
13526
|
Link Prediction
|
WN18RR
|
M-Walk
|
http://arxiv.org/abs/1802.04394v5
|
MRR
|
0.437
|
Link Prediction
|
WN18RR
|
M-Walk
|
http://arxiv.org/abs/1802.04394v5
|
Hits@3
|
0.445
|
Link Prediction
|
WN18RR
|
M-Walk
|
http://arxiv.org/abs/1802.04394v5
|
Hits@1
|
0.414
|
Link Prediction
|
WN18RR
|
ComplEx-DURA
|
https://arxiv.org/abs/2011.05816v2
|
MRR
|
0.491
|
Link Prediction
|
WN18RR
|
ComplEx-DURA
|
https://arxiv.org/abs/2011.05816v2
|
Hits@1
|
0.449
|
Link Prediction
|
WN18RR
|
DisMult
|
http://arxiv.org/abs/1412.6575v4
|
MRR
|
0.43
|
Link Prediction
|
WN18RR
|
DisMult
|
http://arxiv.org/abs/1412.6575v4
|
Hits@1
|
0.39
|
Link Prediction
|
WN18RR
|
DistMult (after variational EM)
|
https://arxiv.org/abs/1907.01068v1
|
MRR
|
0.455
|
Link Prediction
|
Pubmed (biased evaluation)
|
GraphStar (double weight on positive examples)
|
https://arxiv.org/abs/1906.12330v1
|
AUC
|
97.67
|
Link Prediction
|
Pubmed (biased evaluation)
|
GraphStar (double weight on positive examples)
|
https://arxiv.org/abs/1906.12330v1
|
AP
|
98.64
|
Link Prediction
|
Pubmed (biased evaluation)
|
GraphStar (double weight on positive examples)
|
https://arxiv.org/abs/1906.12330v1
|
Accuracy
|
98.16
|
Link Prediction
|
Pubmed (biased evaluation)
|
SCAT (half of negative examples with 0 features)
|
http://arxiv.org/abs/1809.10851v2
|
AUC
|
97.52
|
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