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
|
Cora (biased evaluation)
|
GraphStar (double weight on positive examples)
|
https://arxiv.org/abs/1906.12330v1
|
AUC
|
95.65
|
Link Prediction
|
Cora (biased evaluation)
|
GraphStar (double weight on positive examples)
|
https://arxiv.org/abs/1906.12330v1
|
AP
|
96.15
|
Link Prediction
|
Cora (biased evaluation)
|
GraphStar (double weight on positive examples)
|
https://arxiv.org/abs/1906.12330v1
|
Accuracy
|
95.9
|
Link Prediction
|
Cora (biased evaluation)
|
SCAT (half of negative examples with 0 features)
|
http://arxiv.org/abs/1809.10851v2
|
AUC
|
94.48
|
Link Prediction
|
Cora (biased evaluation)
|
SCAT (half of negative examples with 0 features)
|
http://arxiv.org/abs/1809.10851v2
|
AP
|
94.63
|
Link Prediction
|
SINS
|
mlp
|
http://arxiv.org/abs/1803.04311v3
|
Scaled time-delay embeddings
|
213
|
Link Prediction
|
FB-AUTO
|
BoxE
|
https://arxiv.org/abs/2007.06267v2
|
MRR
|
0.844
|
Link Prediction
|
FB-AUTO
|
BoxE
|
https://arxiv.org/abs/2007.06267v2
|
Hits@10
|
0.898
|
Link Prediction
|
FB-AUTO
|
BoxE
|
https://arxiv.org/abs/2007.06267v2
|
Hits@1
|
0.814
|
Link Prediction
|
AbstRCT - Neoplasm
|
ResAttArg
|
https://arxiv.org/abs/2102.12227v3
|
F1
|
54.43
|
Link Prediction
|
NELL-995
|
Prob-CBR
|
https://arxiv.org/abs/2010.03548v2
|
MRR
|
0.81
|
Link Prediction
|
NELL-995
|
Prob-CBR
|
https://arxiv.org/abs/2010.03548v2
|
Hits@1
|
0.77
|
Link Prediction
|
NELL-995
|
Prob-CBR
|
https://arxiv.org/abs/2010.03548v2
|
Hits@10
|
0.89
|
Link Prediction
|
NELL-995
|
Prob-CBR
|
https://arxiv.org/abs/2010.03548v2
|
HITS@3
|
0.85
|
Link Prediction
|
NELL-995
|
CoPER-ConvE
|
https://aaai.org/ojs/index.php/AAAI/article/view/5693/
|
MRR
|
.7868
|
Link Prediction
|
NELL-995
|
CoPER-ConvE
|
https://aaai.org/ojs/index.php/AAAI/article/view/5693/
|
Hits@1
|
.7215
|
Link Prediction
|
NELL-995
|
CoPER-ConvE
|
https://aaai.org/ojs/index.php/AAAI/article/view/5693/
|
Hits@10
|
.8835
|
Link Prediction
|
NELL-995
|
Meta-KGR (ConvE)
|
https://arxiv.org/abs/1908.11513v1
|
MRR
|
0.253
|
Link Prediction
|
NELL-995
|
Meta-KGR (ConvE)
|
https://arxiv.org/abs/1908.11513v1
|
Hits@1
|
0.197
|
Link Prediction
|
NELL-995
|
Meta-KGR (ConvE)
|
https://arxiv.org/abs/1908.11513v1
|
Hits@10
|
0.347
|
Link Prediction
|
NELL-995
|
RL
|
http://arxiv.org/abs/1707.06690v3
|
Mean AP
|
79.6
|
Link Prediction
|
FB122
|
Prob-CBR
|
https://arxiv.org/abs/2010.03548v2
|
HITS@3
|
74.2
|
Link Prediction
|
FB122
|
Prob-CBR
|
https://arxiv.org/abs/2010.03548v2
|
Hits@5
|
76.0
|
Link Prediction
|
FB122
|
Prob-CBR
|
https://arxiv.org/abs/2010.03548v2
|
Hits@10
|
78.2
|
Link Prediction
|
FB122
|
Prob-CBR
|
https://arxiv.org/abs/2010.03548v2
|
MRR
|
72.7
|
Link Prediction
|
FB122
|
RotatE
|
http://arxiv.org/abs/1902.10197v1
|
HITS@3
|
70.8
|
Link Prediction
|
FB122
|
RotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@5
|
73.57
|
Link Prediction
|
FB122
|
RotatE
|
http://arxiv.org/abs/1902.10197v1
|
Hits@10
|
77.0
|
Link Prediction
|
FB122
|
RotatE
|
http://arxiv.org/abs/1902.10197v1
|
MRR
|
67.8
|
Link Prediction
|
FB122
|
GNTPs
|
https://arxiv.org/abs/1912.10824v1
|
HITS@3
|
69.2
|
Link Prediction
|
FB122
|
GNTPs
|
https://arxiv.org/abs/1912.10824v1
|
Hits@5
|
71.1
|
Link Prediction
|
FB122
|
GNTPs
|
https://arxiv.org/abs/1912.10824v1
|
Hits@10
|
73.2
|
Link Prediction
|
FB122
|
GNTPs
|
https://arxiv.org/abs/1912.10824v1
|
MRR
|
67.8
|
Link Prediction
|
FB122
|
ComplEx
|
http://arxiv.org/abs/1606.06357v1
|
HITS@3
|
67.3
|
Link Prediction
|
FB122
|
ComplEx
|
http://arxiv.org/abs/1606.06357v1
|
Hits@5
|
69.5
|
Link Prediction
|
FB122
|
ComplEx
|
http://arxiv.org/abs/1606.06357v1
|
Hits@10
|
71.9
|
Link Prediction
|
FB122
|
ComplEx
|
http://arxiv.org/abs/1606.06357v1
|
MRR
|
64.1
|
Link Prediction
|
FB122
|
TransE
|
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
|
HITS@3
|
58.9
|
Link Prediction
|
FB122
|
TransE
|
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
|
Hits@5
|
64.2
|
Link Prediction
|
FB122
|
TransE
|
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
|
Hits@10
|
70.2
|
Link Prediction
|
FB122
|
TransE
|
http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data
|
MRR
|
48.0
|
Link Prediction
|
Citeseer
|
NESS
|
https://arxiv.org/abs/2303.08958v2
|
AUC
|
99.43
|
Link Prediction
|
Citeseer
|
NESS
|
https://arxiv.org/abs/2303.08958v2
|
AP
|
99.5
|
Link Prediction
|
Citeseer
|
VGNAE
|
https://arxiv.org/abs/2108.08046v2
|
AUC
|
97
|
Link Prediction
|
Citeseer
|
VGNAE
|
https://arxiv.org/abs/2108.08046v2
|
AP
|
97.1
|
Link Prediction
|
Citeseer
|
Graph InfoClust (GIC)
|
https://arxiv.org/abs/2009.06946v1
|
AUC
|
97
|
Link Prediction
|
Citeseer
|
Graph InfoClust (GIC)
|
https://arxiv.org/abs/2009.06946v1
|
AP
|
96.8
|
Link Prediction
|
Citeseer
|
GNAE
|
https://arxiv.org/abs/2108.08046v2
|
AUC
|
96.5
|
Link Prediction
|
Citeseer
|
GNAE
|
https://arxiv.org/abs/2108.08046v2
|
AP
|
97
|
Link Prediction
|
Citeseer
|
Walkpooling
|
https://arxiv.org/abs/2110.04375v2
|
AUC
|
95.94
|
Link Prediction
|
Citeseer
|
Walkpooling
|
https://arxiv.org/abs/2110.04375v2
|
AP
|
96.04
|
Link Prediction
|
Citeseer
|
BANE
|
https://www.researchgate.net/publication/328688614_Binarized_Attributed_Network_Embedding
|
AUC
|
95.59%
|
Link Prediction
|
Citeseer
|
S-VGAE
|
https://arxiv.org/abs/1804.00891v3
|
AUC
|
94.7
|
Link Prediction
|
Citeseer
|
S-VGAE
|
https://arxiv.org/abs/1804.00891v3
|
AP
|
95.2
|
Link Prediction
|
Citeseer
|
sGraphite-VAE
|
https://arxiv.org/abs/1803.10459v4
|
AUC
|
94.1%
|
Link Prediction
|
Citeseer
|
sGraphite-VAE
|
https://arxiv.org/abs/1803.10459v4
|
AP
|
95.4%
|
Link Prediction
|
Citeseer
|
NBFNet
|
https://arxiv.org/abs/2106.06935v4
|
AUC
|
92.3%
|
Link Prediction
|
Citeseer
|
NBFNet
|
https://arxiv.org/abs/2106.06935v4
|
AP
|
93.6%
|
Link Prediction
|
Citeseer
|
ARGE
|
http://arxiv.org/abs/1802.04407v2
|
AUC
|
91.9
|
Link Prediction
|
Citeseer
|
ARGE
|
http://arxiv.org/abs/1802.04407v2
|
AP
|
93
|
Link Prediction
|
Citeseer
|
Node Feature Agg + Similarity Metric
|
https://arxiv.org/abs/1910.02548v1
|
AUC
|
90.9%
|
Link Prediction
|
Citeseer
|
Node Feature Agg + Similarity Metric
|
https://arxiv.org/abs/1910.02548v1
|
AP
|
91.8%
|
Link Prediction
|
Citeseer
|
MTGAE
|
http://arxiv.org/abs/1811.02798v1
|
Accuracy
|
94.90%
|
Link Prediction
|
Citeseer
|
Variational graph auto-encoders
|
http://arxiv.org/abs/1611.07308v1
|
ACC
|
91.4
|
Link Prediction
|
Gene-disease interactions
|
HOGCN
|
https://arxiv.org/abs/2010.08516v1
|
AUPRC
|
94.1
|
Link Prediction
|
OpenBG500
|
MoCoSA
|
https://arxiv.org/abs/2308.08204v1
|
MRR
|
0.634
|
Link Prediction
|
OpenBG500
|
MoCoSA
|
https://arxiv.org/abs/2308.08204v1
|
Hits@1
|
0.531
|
Link Prediction
|
OpenBG500
|
MoCoSA
|
https://arxiv.org/abs/2308.08204v1
|
Hits@3
|
0.711
|
Link Prediction
|
OpenBG500
|
MoCoSA
|
https://arxiv.org/abs/2308.08204v1
|
Hits@10
|
0.83
|
Link Prediction
|
YAGO37
|
SEEK
|
https://arxiv.org/abs/2005.00856v3
|
Hits@1
|
0.370
|
Link Prediction
|
YAGO37
|
SEEK
|
https://arxiv.org/abs/2005.00856v3
|
Hits@10
|
0.622
|
Link Prediction
|
YAGO37
|
SEEK
|
https://arxiv.org/abs/2005.00856v3
|
Hits@3
|
0.498
|
Link Prediction
|
YAGO37
|
SEEK
|
https://arxiv.org/abs/2005.00856v3
|
MRR
|
0.454
|
Link Prediction
|
YAGO37
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
Hits@1
|
0.34
|
Link Prediction
|
YAGO37
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
Hits@10
|
0.603
|
Link Prediction
|
YAGO37
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
Hits@3
|
0.482
|
Link Prediction
|
YAGO37
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
Hits@5
|
0.541
|
Link Prediction
|
YAGO37
|
Rule-Guided Embedding
|
http://arxiv.org/abs/1711.11231v1
|
MRR
|
0.431
|
Link Prediction
|
YAGO39K
|
TransC (bern)
|
http://arxiv.org/abs/1811.04588v1
|
Hits@1
|
0.298
|
Link Prediction
|
YAGO39K
|
TransC (bern)
|
http://arxiv.org/abs/1811.04588v1
|
Hits@10
|
0.698
|
Link Prediction
|
YAGO39K
|
TransC (bern)
|
http://arxiv.org/abs/1811.04588v1
|
Hits@3
|
0.502
|
Link Prediction
|
YAGO39K
|
TransC (bern)
|
http://arxiv.org/abs/1811.04588v1
|
MRR
|
0.42
|
Link Prediction
|
TSP/HCP Benchmark set
|
TGT-Agx4
|
https://arxiv.org/abs/2402.04538v2
|
F1
|
0.871
|
Link Prediction
|
TSP/HCP Benchmark set
|
ARGNP
|
https://arxiv.org/abs/2205.15678v1
|
F1
|
0.855
|
Link Prediction
|
TSP/HCP Benchmark set
|
EGT
|
https://arxiv.org/abs/2108.03348v3
|
F1
|
0.853
|
Link Prediction
|
TSP/HCP Benchmark set
|
GatedGCN-E
|
https://arxiv.org/abs/2003.00982v5
|
F1
|
0.838
|
Link Prediction
|
DDB14
|
ConE
|
https://arxiv.org/abs/2110.14923v2
|
MRR
|
0.231
|
Link Prediction
|
DDB14
|
ConE
|
https://arxiv.org/abs/2110.14923v2
|
Hits@1
|
0.161
|
Link Prediction
|
DDB14
|
ConE
|
https://arxiv.org/abs/2110.14923v2
|
Hits@3
|
0.252
|
Link Prediction
|
DDB14
|
ConE
|
https://arxiv.org/abs/2110.14923v2
|
Hits@10
|
0.364
|
Link Prediction
|
JF17K
|
HAHE
|
https://arxiv.org/abs/2305.06588v2
|
MRR
|
0.623
|
Link Prediction
|
JF17K
|
HAHE
|
https://arxiv.org/abs/2305.06588v2
|
H@1
|
0.554
|
Link Prediction
|
JF17K
|
HAHE
|
https://arxiv.org/abs/2305.06588v2
|
H@10
|
0.806
|
Link Prediction
|
JF17K
|
StarE (H) + Transformer (H)
|
https://arxiv.org/abs/2009.10847v1
|
MRR
|
0.574
|
Link Prediction
|
JF17K
|
StarE (H) + Transformer (H)
|
https://arxiv.org/abs/2009.10847v1
|
Hit@1
|
0.496
|
Link Prediction
|
JF17K
|
StarE (H) + Transformer (H)
|
https://arxiv.org/abs/2009.10847v1
|
Hit@10
|
0.725
|
Link Prediction
|
JF17K
|
StarE (H) + Transformer (H)
|
https://arxiv.org/abs/2009.10847v1
|
Hit@5
|
0.658
|
Link Prediction
|
JF17K
|
BoxE
|
https://arxiv.org/abs/2007.06267v2
|
MRR
|
0.560
|
Link Prediction
|
JF17K
|
BoxE
|
https://arxiv.org/abs/2007.06267v2
|
Hit@1
|
0.472
|
Link Prediction
|
JF17K
|
BoxE
|
https://arxiv.org/abs/2007.06267v2
|
Hit@10
|
0.722
|
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