Datasets:
felixleungsc
/
paperswithcode-data-evaluation-tables

Dataset card Data Studio Files
xet
Community
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task_path
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199
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dataset
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128
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model_name
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223
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paper_url
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21
601
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metric_name
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metric_value
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9.22k
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Link Prediction
WN18
HolE
http://arxiv.org/abs/1510.04935v2
Hits@3
0.945
Link Prediction
WN18
HolE
http://arxiv.org/abs/1510.04935v2
Hits@1
0.930
Link Prediction
WN18
LogicENN
https://arxiv.org/abs/1908.07141v1
MRR
0.923
Link Prediction
WN18
LogicENN
https://arxiv.org/abs/1908.07141v1
Hits@10
0.948
Link Prediction
WN18
LogicENN
https://arxiv.org/abs/1908.07141v1
MR
357
Link Prediction
WN18
KBGAN (TransD + ComplEx)
http://arxiv.org/abs/1711.04071v3
MRR
0.779
Link Prediction
WN18
KBGAN (TransD + ComplEx)
http://arxiv.org/abs/1711.04071v3
Hits@10
0.948
Link Prediction
WN18
ANALOGY
http://arxiv.org/abs/1705.02426v2
MRR
0.942
Link Prediction
WN18
ANALOGY
http://arxiv.org/abs/1705.02426v2
Hits@10
0.947
Link Prediction
WN18
ANALOGY
http://arxiv.org/abs/1705.02426v2
Hits@3
0.944
Link Prediction
WN18
ANALOGY
http://arxiv.org/abs/1705.02426v2
Hits@1
0.939
Link Prediction
WN18
SimplE
http://arxiv.org/abs/1802.04868v2
MRR
0.942
Link Prediction
WN18
SimplE
http://arxiv.org/abs/1802.04868v2
Hits@10
0.947
Link Prediction
WN18
SimplE
http://arxiv.org/abs/1802.04868v2
Hits@3
0.944
Link Prediction
WN18
SimplE
http://arxiv.org/abs/1802.04868v2
Hits@1
0.939
Link Prediction
WN18
ComplEx
http://arxiv.org/abs/1606.06357v1
MRR
0.941
Link Prediction
WN18
ComplEx
http://arxiv.org/abs/1606.06357v1
Hits@10
0.947
Link Prediction
WN18
ComplEx
http://arxiv.org/abs/1606.06357v1
Hits@3
0.936
Link Prediction
WN18
ComplEx
http://arxiv.org/abs/1606.06357v1
Hits@1
0.936
Link Prediction
WN18
ComplEx NSCaching
http://arxiv.org/abs/1812.06410v2
MRR
0.9355
Link Prediction
WN18
ComplEx NSCaching
http://arxiv.org/abs/1812.06410v2
Hits@10
0.9398
Link Prediction
WN18
ComplEx NSCaching
http://arxiv.org/abs/1812.06410v2
MR
1072
Link Prediction
WN18
Gaifman
http://arxiv.org/abs/1610.09369v1
Hits@10
0.939
Link Prediction
WN18
Gaifman
http://arxiv.org/abs/1610.09369v1
Hits@1
0.761
Link Prediction
WN18
Gaifman
http://arxiv.org/abs/1610.09369v1
MR
352
Link Prediction
WN18
DistMult
http://arxiv.org/abs/1412.6575v4
MRR
0.822
Link Prediction
WN18
DistMult
http://arxiv.org/abs/1412.6575v4
Hits@10
0.936
Link Prediction
WN18
DistMult
http://arxiv.org/abs/1412.6575v4
Hits@3
0.914
Link Prediction
WN18
DistMult
http://arxiv.org/abs/1412.6575v4
Hits@1
0.728
Link Prediction
WN18
DistMult
http://arxiv.org/abs/1412.6575v4
MR
902
Link Prediction
WN18
TransD
https://aclanthology.org/P15-1067
Hits@10
0.922
Link Prediction
WN18
TransD
https://aclanthology.org/P15-1067
MR
212
Link Prediction
WN18
TransE-Skipgram
http://openaccess.thecvf.com/content_ECCV_2018/html/Sheng-Wei_Huang_AugGAN_Cross_Domain_ECCV_2018_paper.html
Hits@10
0.7987
Link Prediction
WN18
TransE
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
Hits@10
0.754
Link Prediction
WN18
TransE
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
MR
263
Link Prediction
WN18
ParTransH
http://arxiv.org/abs/1703.10316v4
Hits@10
0.668
Link Prediction
WN18
ParTransH
http://arxiv.org/abs/1703.10316v4
MR
215
Link Prediction
WN18
DistMult (after variational EM)
https://arxiv.org/abs/1907.01068v1
MRR
0.911
Link Prediction
WN18
GraphVite (zhu2019graphvite)
https://arxiv.org/abs/2007.14175v2
training time (s)
6
Link Prediction
WN18
LibKGE (ruffinelli2020you)
https://arxiv.org/abs/2007.14175v2
training time (s)
10
Link Prediction
WN18
OpenKE (han2018openke)
https://arxiv.org/abs/2007.14175v2
training time (s)
11
Link Prediction
PCQM-Contact
ViT-PS
https://arxiv.org/abs/2306.02866v3
Hits@1
0.3287
Link Prediction
PCQM-Contact
ViT-PS
https://arxiv.org/abs/2306.02866v3
Hits@3
0.6694
Link Prediction
PCQM-Contact
ViT-PS
https://arxiv.org/abs/2306.02866v3
Hits@10
0.9526
Link Prediction
PCQM-Contact
ViT-PS
https://arxiv.org/abs/2306.02866v3
MRR
0.5341
Link Prediction
PCQM-Contact
Graph Diffuser
https://arxiv.org/abs/2303.00613v1
Hits@1
0.1369±0.0012
Link Prediction
PCQM-Contact
Graph Diffuser
https://arxiv.org/abs/2303.00613v1
Hits@3
0.4053±0.0011
Link Prediction
PCQM-Contact
Graph Diffuser
https://arxiv.org/abs/2303.00613v1
Hits@10
0.8592±0.0007
Link Prediction
PCQM-Contact
Graph Diffuser
https://arxiv.org/abs/2303.00613v1
MRR
0.3388±0.0011
Link Prediction
PCQM-Contact
SAN+LapPE
https://arxiv.org/abs/2206.08164v4
Hits@1
0.1355±0.0017
Link Prediction
PCQM-Contact
SAN+LapPE
https://arxiv.org/abs/2206.08164v4
Hits@3
0.4004±0.0021
Link Prediction
PCQM-Contact
SAN+LapPE
https://arxiv.org/abs/2206.08164v4
Hits@10
0.8478±0.0044
Link Prediction
PCQM-Contact
SAN+LapPE
https://arxiv.org/abs/2206.08164v4
MRR
0.3350±0.0003
Link Prediction
PCQM-Contact
GINE
https://arxiv.org/abs/2206.08164v4
Hits@1
0.1337±0.0013
Link Prediction
PCQM-Contact
GINE
https://arxiv.org/abs/2206.08164v4
Hits@3
0.3642±0.0043
Link Prediction
PCQM-Contact
GINE
https://arxiv.org/abs/2206.08164v4
Hits@10
0.8147±0.0062
Link Prediction
PCQM-Contact
GINE
https://arxiv.org/abs/2206.08164v4
MRR
0.3180±0.0027
Link Prediction
PCQM-Contact
GCNII
https://arxiv.org/abs/2007.02133v1
Hits@1
0.1325±0.0009
Link Prediction
PCQM-Contact
GCNII
https://arxiv.org/abs/2007.02133v1
Hits@3
0.3607±0.0003
Link Prediction
PCQM-Contact
GCNII
https://arxiv.org/abs/2007.02133v1
Hits@10
0.8116±0.0009
Link Prediction
PCQM-Contact
GCNII
https://arxiv.org/abs/2007.02133v1
MRR
0.3161±0.0004
Link Prediction
PCQM-Contact
GCN
https://arxiv.org/abs/2206.08164v4
Hits@1
0.1321±0.0007
Link Prediction
PCQM-Contact
GCN
https://arxiv.org/abs/2206.08164v4
Hits@3
0.3791±0.0004
Link Prediction
PCQM-Contact
GCN
https://arxiv.org/abs/2206.08164v4
Hits@10
0.8256±0.0006
Link Prediction
PCQM-Contact
GCN
https://arxiv.org/abs/2206.08164v4
MRR
0.3234±0.0006
Link Prediction
PCQM-Contact
SAN+RWSE
https://arxiv.org/abs/2206.08164v4
Hits@1
0.1312±0.0016
Link Prediction
PCQM-Contact
SAN+RWSE
https://arxiv.org/abs/2206.08164v4
Hits@3
0.4030±0.0008
Link Prediction
PCQM-Contact
SAN+RWSE
https://arxiv.org/abs/2206.08164v4
Hits@10
0.8550±0.0024
Link Prediction
PCQM-Contact
SAN+RWSE
https://arxiv.org/abs/2206.08164v4
MRR
0.3341±0.0006
Link Prediction
PCQM-Contact
GatedGCN+RWSE
https://arxiv.org/abs/2206.08164v4
Hits@1
0.1288±0.0013
Link Prediction
PCQM-Contact
GatedGCN+RWSE
https://arxiv.org/abs/2206.08164v4
Hits@3
0.3808±0.0006
Link Prediction
PCQM-Contact
GatedGCN+RWSE
https://arxiv.org/abs/2206.08164v4
Hits@10
0.8517±0.0005
Link Prediction
PCQM-Contact
GatedGCN+RWSE
https://arxiv.org/abs/2206.08164v4
MRR
0.3242±0.0008
Link Prediction
PCQM-Contact
GatedGCN
https://arxiv.org/abs/2206.08164v4
Hits@1
0.1279±0.0018
Link Prediction
PCQM-Contact
GatedGCN
https://arxiv.org/abs/2206.08164v4
Hits@3
0.3783±0.0004
Link Prediction
PCQM-Contact
GatedGCN
https://arxiv.org/abs/2206.08164v4
Hits@10
0.8433±0.0011
Link Prediction
PCQM-Contact
GatedGCN
https://arxiv.org/abs/2206.08164v4
MRR
0.3218±0.0011
Link Prediction
PCQM-Contact
Transformer+LapPE
https://arxiv.org/abs/2206.08164v4
Hits@1
0.1221±0.0011
Link Prediction
PCQM-Contact
Transformer+LapPE
https://arxiv.org/abs/2206.08164v4
Hits@3
0.3679±0.0033
Link Prediction
PCQM-Contact
Transformer+LapPE
https://arxiv.org/abs/2206.08164v4
Hits@10
0.8517±0.0039
Link Prediction
PCQM-Contact
Transformer+LapPE
https://arxiv.org/abs/2206.08164v4
MRR
0.3174±0.0020
Link Prediction
PCQM-Contact
Exphormer
https://arxiv.org/abs/2303.06147v2
MRR
0.3637±0.0020
Link Prediction
PCQM-Contact
GINE-tuned
https://arxiv.org/abs/2309.00367v2
MRR
0.3509±0.0006
Link Prediction
PCQM-Contact
GINE-tuned
https://arxiv.org/abs/2309.00367v2
MRR-ext-filtered
0.4617±0.0005
Link Prediction
PCQM-Contact
GPS-tuned
https://arxiv.org/abs/2309.00367v2
MRR
0.3498±0.0005
Link Prediction
PCQM-Contact
GPS-tuned
https://arxiv.org/abs/2309.00367v2
MRR-ext-filtered
0.4703±0.0014
Link Prediction
PCQM-Contact
GatedGCN-tuned
https://arxiv.org/abs/2309.00367v2
MRR
0.3495±0.0010
Link Prediction
PCQM-Contact
GatedGCN-tuned
https://arxiv.org/abs/2309.00367v2
MRR-ext-filtered
0.4670±0.0004
Link Prediction
PCQM-Contact
DRew-GCN
https://arxiv.org/abs/2305.08018v2
MRR
0.3444±0.0017
Link Prediction
PCQM-Contact
GCN-tuned
https://arxiv.org/abs/2309.00367v2
MRR
0.3424±0.0007
Link Prediction
PCQM-Contact
GCN-tuned
https://arxiv.org/abs/2309.00367v2
MRR-ext-filtered
0.4526±0.0006
Link Prediction
PCQM-Contact
GPS
https://arxiv.org/abs/2205.12454v4
MRR
0.3337±0.0006
Link Prediction
PCQM-Contact
NeuralWalker
https://arxiv.org/abs/2406.03386v2
MRR-ext-filtered
0.4707 ± 0.0007
Link Prediction
FB15k-237-ind
kNN-KGE
https://arxiv.org/abs/2201.05575v4
Hits@3
0.32
Link Prediction
FB15k-237-ind
kNN-KGE
https://arxiv.org/abs/2201.05575v4
Hits@1
0.223
Link Prediction
FB15k-237-ind
kNN-KGE
https://arxiv.org/abs/2201.05575v4
Hits@10
0.431
Link Prediction
FB15k-237-ind
kNN-KGE
https://arxiv.org/abs/2201.05575v4
MRR
0.294
Link Prediction
USAir
SEAL
http://arxiv.org/abs/1802.09691v3
AUC
97.09
Link Prediction
USAir
N2V
http://arxiv.org/abs/1607.00653v1
AUC
91.44
Link Prediction
Cora (nonstandard variant)
GLACE
https://arxiv.org/abs/1912.00536v1
AUC
98.6