OpenCodePapers

heterogeneous-node-classification-on-imdb

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✓ Link67.5369.77RpHGNN2023-10-23
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network✓ Link64.0568.54SlotGAT2024-05-03
Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks✓ Link63.5367.36Simple-HGN2021-12-30
Scalable Graph Neural Networks for Heterogeneous Graphs✓ Link63.5166.18NARS2020-11-19
Heterogeneous Graph Transformer✓ Link63.0067.20HGT2020-03-03
Graph Transformer Networks✓ Link60.4765.14GTN2019-11-06
Modeling Relational Data with Graph Convolutional Networks✓ Link58.8562.05RGCN2017-03-17
Semi-Supervised Classification with Graph Convolutional Networks✓ Link57.8864.82GCN2016-09-09
An Attention-based Graph Neural Network for Heterogeneous Structural Learning✓ Link49.4757.68HetSANN2019-12-19
Simple and Efficient Heterogeneous Graph Neural Network✓ Link68.2166.63SeHGNN2022-07-06
Graph Attention Networks✓ Link64.8658.94GAT2017-10-30
Check out how to contribute new results.