Link Prediction on DBLP Temporal

Metric: AUC (higher is better)

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#	Model↕	AUC▼	Extra Data	Paper	Date↕	Code
1	teneNCE	88.25	No	Contrastive Representation Learning for Dynamic ...	2024-08-22	Code
2	Euler	86.54	No	-	-	Code
3	VGRNN	85.95	No	Variational Graph Recurrent Neural Networks	2019-08-26	Code
4	SI-VGRNN	85.45	No	Variational Graph Recurrent Neural Networks	2019-08-26	Code
5	EGCN-H	80.8	No	EvolveGCN: Evolving Graph Convolutional Networks...	2019-02-26	Code
6	EGCN-O	78.63	No	EvolveGCN: Evolving Graph Convolutional Networks...	2019-02-26	Code
7	DynAERNN	76.06	No	dyngraph2vec: Capturing Network Dynamics using D...	2018-09-07	Code

#1teneNCESOTA
88.25
AUC· 2024-08-22
Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks Code
#2Euler
86.54
AUC
No paperCode
#3VGRNNSOTA
85.95
AUC· 2019-08-26
Variational Graph Recurrent Neural Networks Code
#4SI-VGRNN
85.45
AUC· 2019-08-26
Variational Graph Recurrent Neural Networks Code
#5EGCN-HSOTA
80.8
AUC· 2019-02-26
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs Code
#6EGCN-O
78.63
AUC· 2019-02-26
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs Code
#7DynAERNNSOTA
76.06
AUC· 2018-09-07
dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning Code