OpenCodePapers
link-prediction-on-citeseer
Link Prediction
Dataset Link
Results over time
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Paper
Code
AUC
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AP
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Accuracy
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ACC
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ModelName
ReleaseDate
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NESS: Node Embeddings from Static SubGraphs
✓ Link
99.43
99.5
NESS
2023-03-15
Variational Graph Normalized Auto-Encoders
✓ Link
97
97.1
VGNAE
2021-08-18
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning
✓ Link
97
96.8
Graph InfoClust (GIC)
2020-09-15
Variational Graph Normalized Auto-Encoders
✓ Link
96.5
97
GNAE
2021-08-18
Neural Link Prediction with Walk Pooling
✓ Link
95.94
96.04
Walkpooling
2021-10-08
Binarized Attributed Network Embedding
✓ Link
95.59%
BANE
2018-10-22
Hyperspherical Variational Auto-Encoders
✓ Link
94.7
95.2
S-VGAE
2018-04-03
Graphite: Iterative Generative Modeling of Graphs
✓ Link
94.1%
95.4%
sGraphite-VAE
2018-03-28
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
✓ Link
92.3%
93.6%
NBFNet
2021-06-13
Adversarially Regularized Graph Autoencoder for Graph Embedding
✓ Link
91.9
93
ARGE
2018-02-13
Rethinking Kernel Methods for Node Representation Learning on Graphs
✓ Link
90.9%
91.8%
Node Feature Agg + Similarity Metric
2019-10-06
Multi-Task Graph Autoencoders
✓ Link
94.90%
MTGAE
2018-11-07
Variational Graph Auto-Encoders
✓ Link
91.4
Variational graph auto-encoders
2016-11-21