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Pubmed

Link Prediction Benchmark

Performance Over Time

📊 Showing 13 results | 📏 Metric: AUC

Top Performing Models

Rank Model Paper AUC Date Code
1 Variational graph auto-encoders Variational Graph Auto-Encoders 97.10 2016-11-21 📦 dmlc/dgl 📦 tkipf/gae 📦 pygod-team/pygod
2 Unknown An Effective Graph Learning based Approach for Temporal Link Prediction: The First Place of WSDM Cup 2022 0.00 2022-03-01 📦 im0qianqian/WSDM2022TGP-AntGraph
3 Walkpooling Neural Link Prediction with Walk Pooling 0.00 2021-10-08 📦 dadacheng/walkpooling
4 NBFNet Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction 0.00 2021-06-13 📦 DeepGraphLearning/NBFNet 📦 fs302/EasyLink 📦 fs302/EasyLink
5 VGNAE Variational Graph Normalized Auto-Encoders 0.00 2021-08-18 📦 SeongJinAhn/VGNAE
6 GNAE Variational Graph Normalized Auto-Encoders 0.00 2021-08-18 📦 SeongJinAhn/VGNAE
7 ARGE Adversarially Regularized Graph Autoencoder for Graph Embedding 0.00 2018-02-13 📦 Ruiqi-Hu/ARGA 📦 basiralab/HCAE 📦 basiralab/HADA 📦 basiralab/LG-DADA
8 NESS NESS: Node Embeddings from Static SubGraphs 0.00 2023-03-15 📦 AstraZeneca/NESS
9 S-VGAE Hyperspherical Variational Auto-Encoders 0.00 2018-04-03 📦 clementchadebec/benchmark_VAE 📦 nicola-decao/s-vae-pytorch 📦 nicola-decao/s-vae
10 sGraphite-VAE Mutual Information Maximization in Graph Neural Networks 0.00 2019-05-21 📦 CODE-SUBMIT/Graph_Neighborhood_1 📦 CODE-SUBMIT/Neighborhood-Enlargement-in-Graph-Network

All Papers (13)