OpenCodePapers

link-prediction-on-cora

Link Prediction
Dataset Link
Results over time
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Leaderboard
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PaperCodeAUCAPAccuracyACCModelNameReleaseDate
NESS: Node Embeddings from Static SubGraphs✓ Link98.46%98.71%NESS2023-03-15
Neural Link Prediction with Walk Pooling✓ Link95.9%96.0%Walkpooling2021-10-08
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction✓ Link95.6%96.2%NBFNet2021-06-13
Variational Graph Normalized Auto-Encoders✓ Link95.6%95.7%GNAE2021-08-18
Variational Graph Normalized Auto-Encoders✓ Link95.4%95.8%VGNAE2021-08-18
Hyperspherical Variational Auto-Encoders✓ Link94.1%94.1%S-VGAE2018-04-03
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning✓ Link93.7%93.5%sGraphite-VAE2020-09-15
Binarized Attributed Network Embedding✓ Link93.5%93.3%Graph InfoClust (GIC)2018-10-22
Rethinking Kernel Methods for Node Representation Learning on Graphs✓ Link93.50%93.2%BANE2019-10-06
PPPNE: Personalized proximity preserved network embedding92.5%93.9%PPPNE2022-02-01
Adversarially Regularized Graph Autoencoder for Graph Embedding✓ Link92.4%93.2%ARGE2018-02-13
Multi-Task Graph Autoencoders✓ Link94.60%MTGAE2018-11-07
Variational Graph Auto-Encoders✓ Link92.0Variational graph auto-encoders2016-11-21
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