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9.22k
Link Prediction
WordNet
Hyperbolic Entailment Cones
http://arxiv.org/abs/1804.01882v3
Accuracy
94.4
Link Prediction
WordNet
Poincare Embeddings (dim=100)
http://arxiv.org/abs/1705.08039v2
Accuracy
77.4
Link Prediction
WordNet
Poincare Embeddings (dim=50)
http://arxiv.org/abs/1705.08039v2
Accuracy
77.0
Link Prediction
WordNet
Poincare Embeddings (dim=20)
http://arxiv.org/abs/1705.08039v2
Accuracy
74.3
Link Prediction
WordNet
Poincare Embeddings (dim=10)
http://arxiv.org/abs/1705.08039v2
Accuracy
68.3
Link Prediction
WordNet
Hyper-SAGNN-E
https://arxiv.org/abs/1911.02613v1
AUC
0.89
Link Prediction
WordNet
Hyper-SAGNN-E
https://arxiv.org/abs/1911.02613v1
AUPR
0.705
Link Prediction
WordNet
Hyper-SAGNN-W
https://arxiv.org/abs/1911.02613v1
AUC
0.88
Link Prediction
WordNet
Hyper-SAGNN-W
https://arxiv.org/abs/1911.02613v1
AUPR
0.706
Link Prediction
Wiki-Vote
Asymmetric Transitivity Preservation
http://arxiv.org/abs/1811.00839v2
AUC
94.81
Link Prediction
ogbl-collab
Edge2Node
https://arxiv.org/abs/2311.02921v3
Test Hits@50
0.9515
Link Prediction
Cit-HepPH
Asymmetric Transitivity Preservation
http://arxiv.org/abs/1811.00839v2
AUC
89.16
Link Prediction
WN18RR
MoCoKGC
https://aclanthology.org/2024.emnlp-main.832/
MRR
0.742
Link Prediction
WN18RR
MoCoKGC
https://aclanthology.org/2024.emnlp-main.832/
Hits@10
0.881
Link Prediction
WN18RR
MoCoKGC
https://aclanthology.org/2024.emnlp-main.832/
Hits@3
0.792
Link Prediction
WN18RR
MoCoKGC
https://aclanthology.org/2024.emnlp-main.832/
Hits@1
0.665
Link Prediction
WN18RR
KERMIT
https://arxiv.org/abs/2309.14770v2
MRR
0.700
Link Prediction
WN18RR
KERMIT
https://arxiv.org/abs/2309.14770v2
Hits@10
0.832
Link Prediction
WN18RR
KERMIT
https://arxiv.org/abs/2309.14770v2
Hits@3
0.738
Link Prediction
WN18RR
KERMIT
https://arxiv.org/abs/2309.14770v2
Hits@1
0.629
Link Prediction
WN18RR
MoCoSA
https://arxiv.org/abs/2308.08204v1
MRR
0.696
Link Prediction
WN18RR
MoCoSA
https://arxiv.org/abs/2308.08204v1
Hits@10
0.82
Link Prediction
WN18RR
MoCoSA
https://arxiv.org/abs/2308.08204v1
Hits@3
0.737
Link Prediction
WN18RR
MoCoSA
https://arxiv.org/abs/2308.08204v1
Hits@1
0.624
Link Prediction
WN18RR
SimKGCIB(+PB+SN)
https://arxiv.org/abs/2203.02167v1
MRR
0.671
Link Prediction
WN18RR
SimKGCIB(+PB+SN)
https://arxiv.org/abs/2203.02167v1
Hits@10
0.817
Link Prediction
WN18RR
SimKGCIB(+PB+SN)
https://arxiv.org/abs/2203.02167v1
Hits@3
0.731
Link Prediction
WN18RR
SimKGCIB(+PB+SN)
https://arxiv.org/abs/2203.02167v1
Hits@1
0.588
Link Prediction
WN18RR
C-LMKE(bert-base)
https://arxiv.org/abs/2206.12617v3
MRR
0.619
Link Prediction
WN18RR
C-LMKE(bert-base)
https://arxiv.org/abs/2206.12617v3
Hits@10
0.789
Link Prediction
WN18RR
C-LMKE(bert-base)
https://arxiv.org/abs/2206.12617v3
Hits@3
0.671
Link Prediction
WN18RR
C-LMKE(bert-base)
https://arxiv.org/abs/2206.12617v3
Hits@1
0.523
Link Prediction
WN18RR
C-LMKE(bert-base)
https://arxiv.org/abs/2206.12617v3
MR
79
Link Prediction
WN18RR
LASS
https://arxiv.org/abs/2209.08721v1
Hits@10
0.786
Link Prediction
WN18RR
LASS
https://arxiv.org/abs/2209.08721v1
MR
35
Link Prediction
WN18RR
LP-BERT
https://arxiv.org/abs/2201.04843v2
MRR
0.482
Link Prediction
WN18RR
LP-BERT
https://arxiv.org/abs/2201.04843v2
Hits@10
0.752
Link Prediction
WN18RR
LP-BERT
https://arxiv.org/abs/2201.04843v2
Hits@3
0.563
Link Prediction
WN18RR
LP-BERT
https://arxiv.org/abs/2201.04843v2
Hits@1
0.343
Link Prediction
WN18RR
LP-BERT
https://arxiv.org/abs/2201.04843v2
MR
92
Link Prediction
WN18RR
KGLM
https://arxiv.org/abs/2211.02744v2
MRR
0.467
Link Prediction
WN18RR
KGLM
https://arxiv.org/abs/2211.02744v2
Hits@10
0.741
Link Prediction
WN18RR
KGLM
https://arxiv.org/abs/2211.02744v2
Hits@3
0.538
Link Prediction
WN18RR
KGLM
https://arxiv.org/abs/2211.02744v2
Hits@1
0.330
Link Prediction
WN18RR
KGLM
https://arxiv.org/abs/2211.02744v2
MR
40.18
Link Prediction
WN18RR
StAR(Self-Adp)
https://arxiv.org/abs/2004.14781v2
MRR
0.401
Link Prediction
WN18RR
StAR(Self-Adp)
https://arxiv.org/abs/2004.14781v2
Hits@10
0.709
Link Prediction
WN18RR
StAR(Self-Adp)
https://arxiv.org/abs/2004.14781v2
Hits@3
0.491
Link Prediction
WN18RR
StAR(Self-Adp)
https://arxiv.org/abs/2004.14781v2
Hits@1
0.243
Link Prediction
WN18RR
StAR(Self-Adp)
https://arxiv.org/abs/2004.14781v2
MR
51
Link Prediction
WN18RR
PALT
https://arxiv.org/abs/2210.13715v1
Hits@10
0.693
Link Prediction
WN18RR
PALT
https://arxiv.org/abs/2210.13715v1
MR
61
Link Prediction
WN18RR
LERP
https://arxiv.org/abs/2305.12738v1
MRR
0.622
Link Prediction
WN18RR
LERP
https://arxiv.org/abs/2305.12738v1
Hits@10
0.682
Link Prediction
WN18RR
LERP
https://arxiv.org/abs/2305.12738v1
Hits@3
0.634
Link Prediction
WN18RR
LERP
https://arxiv.org/abs/2305.12738v1
Hits@1
0.593
Link Prediction
WN18RR
NBFNet
https://arxiv.org/abs/2106.06935v4
MRR
0.551
Link Prediction
WN18RR
NBFNet
https://arxiv.org/abs/2106.06935v4
Hits@10
0.666
Link Prediction
WN18RR
NBFNet
https://arxiv.org/abs/2106.06935v4
Hits@3
0.573
Link Prediction
WN18RR
NBFNet
https://arxiv.org/abs/2106.06935v4
Hits@1
0.497
Link Prediction
WN18RR
NBFNet
https://arxiv.org/abs/2106.06935v4
MR
636
Link Prediction
WN18RR
DaBR
https://arxiv.org/abs/2412.04076v2
MRR
0.510
Link Prediction
WN18RR
DaBR
https://arxiv.org/abs/2412.04076v2
Hits@10
0.622
Link Prediction
WN18RR
DaBR
https://arxiv.org/abs/2412.04076v2
Hits@3
0.538
Link Prediction
WN18RR
DaBR
https://arxiv.org/abs/2412.04076v2
Hits@1
0.450
Link Prediction
WN18RR
DaBR
https://arxiv.org/abs/2412.04076v2
MR
899
Link Prediction
WN18RR
MLMLM
https://arxiv.org/abs/2009.07058v1
MRR
0.5017
Link Prediction
WN18RR
MLMLM
https://arxiv.org/abs/2009.07058v1
Hits@10
0.611
Link Prediction
WN18RR
MLMLM
https://arxiv.org/abs/2009.07058v1
Hits@3
0.5418
Link Prediction
WN18RR
MLMLM
https://arxiv.org/abs/2009.07058v1
Hits@1
0.4391
Link Prediction
WN18RR
MLMLM
https://arxiv.org/abs/2009.07058v1
MR
1603
Link Prediction
WN18RR
GAAT
https://ieeexplore.ieee.org/abstract/document/8946600
MRR
0.467
Link Prediction
WN18RR
GAAT
https://ieeexplore.ieee.org/abstract/document/8946600
Hits@10
0.604
Link Prediction
WN18RR
GAAT
https://ieeexplore.ieee.org/abstract/document/8946600
Hits@3
0.525
Link Prediction
WN18RR
GAAT
https://ieeexplore.ieee.org/abstract/document/8946600
Hits@1
0.424
Link Prediction
WN18RR
GAAT
https://ieeexplore.ieee.org/abstract/document/8946600
MR
1270
Link Prediction
WN18RR
Relphormer
https://arxiv.org/abs/2205.10852v6
MRR
0.495
Link Prediction
WN18RR
Relphormer
https://arxiv.org/abs/2205.10852v6
Hits@10
0.591
Link Prediction
WN18RR
Relphormer
https://arxiv.org/abs/2205.10852v6
Hits@1
0.448
Link Prediction
WN18RR
M3GM
http://arxiv.org/abs/1808.08644v1
MRR
0.4983
Link Prediction
WN18RR
M3GM
http://arxiv.org/abs/1808.08644v1
Hits@10
0.5902
Link Prediction
WN18RR
M3GM
http://arxiv.org/abs/1808.08644v1
Hits@1
0.4537
Link Prediction
WN18RR
RotH
https://arxiv.org/abs/2005.00545v1
MRR
.496
Link Prediction
WN18RR
RotH
https://arxiv.org/abs/2005.00545v1
Hits@10
0.586
Link Prediction
WN18RR
RotH
https://arxiv.org/abs/2005.00545v1
Hits@3
0.514
Link Prediction
WN18RR
RotH
https://arxiv.org/abs/2005.00545v1
Hits@1
0.449
Link Prediction
WN18RR
DRUM (T=3)
https://arxiv.org/abs/1911.00055v1
MRR
0.486
Link Prediction
WN18RR
DRUM (T=3)
https://arxiv.org/abs/1911.00055v1
Hits@10
0.586
Link Prediction
WN18RR
DRUM (T=3)
https://arxiv.org/abs/1911.00055v1
Hits@3
0.513
Link Prediction
WN18RR
DRUM (T=3)
https://arxiv.org/abs/1911.00055v1
Hits@1
0.425
Link Prediction
WN18RR
QuatDE
https://arxiv.org/abs/2105.09002v2
MRR
0.489
Link Prediction
WN18RR
QuatDE
https://arxiv.org/abs/2105.09002v2
Hits@10
0.586
Link Prediction
WN18RR
QuatDE
https://arxiv.org/abs/2105.09002v2
Hits@3
0.509
Link Prediction
WN18RR
QuatDE
https://arxiv.org/abs/2105.09002v2
Hits@1
0.438
Link Prediction
WN18RR
QuatDE
https://arxiv.org/abs/2105.09002v2
MR
1977
Link Prediction
WN18RR
HittER
https://arxiv.org/abs/2008.12813v2
MRR
0.503
Link Prediction
WN18RR
HittER
https://arxiv.org/abs/2008.12813v2
Hits@10
0.584
Link Prediction
WN18RR
HittER
https://arxiv.org/abs/2008.12813v2
Hits@3
0.516
Link Prediction
WN18RR
HittER
https://arxiv.org/abs/2008.12813v2
Hits@1
0.462
Link Prediction
WN18RR
GC-OTE
https://arxiv.org/abs/1911.04910v3
MRR
0.491