Node Classification on OAG-L1-Field

Metric: MRR (higher is better)

LeaderboardDataset

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#	Model↕	MRR▼	Extra Data	Paper	Date↕	Code
1	RpHGNN	86.79	No	Efficient Heterogeneous Graph Learning via Rando...	2023-10-23	Code
2	NARS	85.15	No	Scalable Graph Neural Networks for Heterogeneous...	2020-11-19	Code
3	SeHGNN	84.95	No	Simple and Efficient Heterogeneous Graph Neural ...	2022-07-06	Code
4	RGCN	84.92	No	Modeling Relational Data with Graph Convolutiona...	2017-03-17	Code
5	HGT	82.16	No	Heterogeneous Graph Transformer	2020-03-03	Code

#1RpHGNNSOTA
86.79
MRR· 2023-10-23
Efficient Heterogeneous Graph Learning via Random Projection Code
#2NARSSOTA
85.15
MRR· 2020-11-19
Scalable Graph Neural Networks for Heterogeneous Graphs Code
#3SeHGNN
84.95
MRR· 2022-07-06
Simple and Efficient Heterogeneous Graph Neural Network Code
#4RGCNSOTA
84.92
MRR· 2017-03-17
Modeling Relational Data with Graph Convolutional Networks Code
#5HGT
82.16
MRR· 2020-03-03
Heterogeneous Graph Transformer Code