OpenCodePapers

heterogeneous-node-classification-on-dblp-2

Node ClassificationHeterogeneous Node Classification
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeMacro-F1Micro-F1Macro-F1ModelNameReleaseDate
Efficient Heterogeneous Graph Learning via Random Projection✓ Link95.2395.55RpHGNN2023-10-23
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network✓ Link94.9595.31SlotGAT2024-05-03
Scalable Graph Neural Networks for Heterogeneous Graphs✓ Link94.1894.61NARS2020-11-19
Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks✓ Link94.0194.46Simple-HGN2021-12-30
Graph Transformer Networks✓ Link93.5293.97GTN2019-11-06
Heterogeneous Graph Transformer✓ Link93.0193.49HGT2020-03-03
Modeling Relational Data with Graph Convolutional Networks✓ Link91.5292.07RGCN2017-03-17
Semi-Supervised Classification with Graph Convolutional Networks✓ Link90.8491.47GCN2016-09-09
An Attention-based Graph Neural Network for Heterogeneous Structural Learning✓ Link78.5580.56HetSANN2019-12-19
Simple and Efficient Heterogeneous Graph Neural Network✓ Link95.2494.86SeHGNN2022-07-06
Graph Attention Networks✓ Link93.3993.83GAT2017-10-30
Check out how to contribute new results.