OpenCodePapers

link-prediction-on-pubmed

Link Prediction
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeAUCAPAccuracyACCModelNameReleaseDate
An Effective Graph Learning based Approach for Temporal Link Prediction: The First Place of WSDM Cup 2022✓ Link200%2022-03-01
Neural Link Prediction with Walk Pooling✓ Link98.7%98.7%Walkpooling2021-10-08
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction✓ Link98.3%98.2%NBFNet2021-06-13
Variational Graph Normalized Auto-Encoders✓ Link97.6%97.6%VGNAE2021-08-18
Variational Graph Normalized Auto-Encoders✓ Link97.5%97.5%GNAE2021-08-18
Adversarially Regularized Graph Autoencoder for Graph Embedding✓ Link96.8%97.1%ARGE2018-02-13
NESS: Node Embeddings from Static SubGraphs✓ Link96.67%96.52%NESS2023-03-15
Hyperspherical Variational Auto-Encoders✓ Link96.0%96.0%S-VGAE2018-04-03
Mutual Information Maximization in Graph Neural Networks✓ Link94.8%96.3%sGraphite-VAE2019-05-21
Rethinking Kernel Methods for Node Representation Learning on Graphs✓ Link94.5%94.2%Node Feature Agg + Similarity Metric2019-10-06
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning✓ Link93.7%93.5%Graph InfoClust (GIC)2020-09-15
Multi-Task Graph Autoencoders✓ Link94.40%MTGAE2018-11-07
Variational Graph Auto-Encoders✓ Link97.1Variational graph auto-encoders2016-11-21
Check out how to contribute new results.