Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Graphs
/
Link Property Prediction
/
ogbl-ddi
Link Property Prediction on ogbl-ddi
Metric: Number of params (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Export CSV
Sort:
Number of params (best first)
Number of params (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
Number of params
▼
Extra Data
Paper
Date
↕
Code
1
HyperFusion
976022023
No
-
-
-
2
Refined-GAE
13816833
No
Reconsidering the Performance of GAE in Link Pre...
2024-11-06
Code
3
ELGNN
10512391
No
Ensemble Learning for Graph Neural Networks
2023-10-22
Code
4
LRGA+GCN(Node2Vec+Augment)
10235281
No
-
-
-
5
GCN (node embedding)
5125250
No
Can GNNs Learn Link Heuristics? A Concise Review...
2024-11-22
Code
6
GDNN
3761665
No
-
-
-
7
GraphSAGE + Edge Attr
3761665
No
-
-
-
8
GraphSAGE+anchor distance
3760134
No
-
-
Code
9
GIDN@YITU
3506691
No
GIDN: A Lightweight Graph Inception Diffusion Ne...
2022-10-04
-
10
AGDN (AUC loss)
3506691
No
Adaptive Graph Diffusion Networks
2020-12-30
Code
11
PSG
3499009
No
Path-aware Siamese Graph Neural Network for Link...
2022-08-10
Code
12
PLNLP
3497473
No
Pairwise Learning for Neural Link Prediction
2021-12-06
Code
13
ELPH
2910817
No
-
-
-
14
BUDDY
2712931
No
-
-
-
15
DEA + JKNet
1763329
No
-
-
-
16
NGNN + GraphSAGE
1618433
No
Network In Graph Neural Network
2021-11-23
-
17
LRGA + GCN
1576081
No
Global Attention Improves Graph Networks General...
2020-06-14
Code
18
DeepWalk
1543913
No
DeepWalk: Online Learning of Social Representati...
2014-03-26
Code
19
NGNN + GCN
1487361
No
Network In Graph Neural Network
2021-11-23
-
20
GCN+JKNet
1421571
No
Semi-Supervised Classification with Graph Convol...
2016-09-09
Code
21
GraphSAGE+Edge Proposal Set
1421057
No
Edge Proposal Sets for Link Prediction
2021-06-30
Code
22
GraphSAGE
1421057
No
Inductive Representation Learning on Large Graphs
2017-06-07
Code
23
NeuralCommonNeighbor
1412098
No
Neural Common Neighbor with Completion for Link ...
2023-02-02
Code
24
GCN
1289985
No
Semi-Supervised Classification with Graph Convol...
2016-09-09
Code
25
MAD Learning
1228897
No
Memory-Associated Differential Learning
2021-02-10
Code
26
Matrix Factorization
1224193
No
Open Graph Benchmark: Datasets for Machine Learn...
2020-05-02
Code
27
CFLP (w/ JKNet)
837635
No
Learning from Counterfactual Links for Link Pred...
2021-06-03
Code
28
Node2vec
645249
No
node2vec: Scalable Feature Learning for Networks
2016-07-03
Code
29
SEAL
531138
No
Labeling Trick: A Theory of Using Graph Neural N...
2020-10-30
Code
30
Adamic Adar
0
No
-
-
-
31
Common Neighbor
0
No
-
-
-
#1
HyperFusion
976022023
Number of params
No paper
#2
Refined-GAE
SOTA
13816833
Number of params
· 2024-11-06
Reconsidering the Performance of GAE in Link Prediction
Code
#3
ELGNN
SOTA
10512391
Number of params
· 2023-10-22
Ensemble Learning for Graph Neural Networks
Code
#4
LRGA+GCN(Node2Vec+Augment)
10235281
Number of params
No paper
#5
GCN (node embedding)
5125250
Number of params
· 2024-11-22
Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods
Code
#6
GDNN
3761665
Number of params
No paper
#7
GraphSAGE + Edge Attr
3761665
Number of params
No paper
#8
GraphSAGE+anchor distance
3760134
Number of params
No paper
Code
#9
GIDN@YITU
3506691
Number of params
· 2022-10-04
GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction
#10
AGDN (AUC loss)
SOTA
3506691
Number of params
· 2020-12-30
Adaptive Graph Diffusion Networks
Code
#11
PSG
3499009
Number of params
· 2022-08-10
Path-aware Siamese Graph Neural Network for Link Prediction
Code
#12
PLNLP
3497473
Number of params
· 2021-12-06
Pairwise Learning for Neural Link Prediction
Code
#13
ELPH
2910817
Number of params
No paper
#14
BUDDY
2712931
Number of params
No paper
#15
DEA + JKNet
1763329
Number of params
No paper
#16
NGNN + GraphSAGE
1618433
Number of params
· 2021-11-23
Network In Graph Neural Network
#17
LRGA + GCN
SOTA
1576081
Number of params
· 2020-06-14
Global Attention Improves Graph Networks Generalization
Code
#18
DeepWalk
SOTA
1543913
Number of params
· 2014-03-26
DeepWalk: Online Learning of Social Representations
Code
#19
NGNN + GCN
1487361
Number of params
· 2021-11-23
Network In Graph Neural Network
#20
GCN+JKNet
1421571
Number of params
· 2016-09-09
Semi-Supervised Classification with Graph Convolutional Networks
Code
#21
GraphSAGE+Edge Proposal Set
1421057
Number of params
· 2021-06-30
Edge Proposal Sets for Link Prediction
Code
#22
GraphSAGE
1421057
Number of params
· 2017-06-07
Inductive Representation Learning on Large Graphs
Code
#23
NeuralCommonNeighbor
1412098
Number of params
· 2023-02-02
Neural Common Neighbor with Completion for Link Prediction
Code
#24
GCN
1289985
Number of params
· 2016-09-09
Semi-Supervised Classification with Graph Convolutional Networks
Code
#25
MAD Learning
1228897
Number of params
· 2021-02-10
Memory-Associated Differential Learning
Code
#26
Matrix Factorization
1224193
Number of params
· 2020-05-02
Open Graph Benchmark: Datasets for Machine Learning on Graphs
Code
#27
CFLP (w/ JKNet)
837635
Number of params
· 2021-06-03
Learning from Counterfactual Links for Link Prediction
Code
#28
Node2vec
645249
Number of params
· 2016-07-03
node2vec: Scalable Feature Learning for Networks
Code
#29
SEAL
531138
Number of params
· 2020-10-30
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
Code
#30
Adamic Adar
0
Number of params
No paper
#31
Common Neighbor
0
Number of params
No paper