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Browse SoTA
> Graphs
Graphs
283 benchmarks • 66 tasks • 116 datasets • 2518 papers with code
Link Prediction
Link Prediction
74 benchmarks
519 papers with code
Dynamic Link Prediction
2 benchmarks
7 papers with code
Inductive Link Prediction
2 benchmarks
7 papers with code
Calibration for Link Prediction
1 papers with code
Anchor link prediction
Graph Embedding
Graph Embedding
2 benchmarks
307 papers with code
Knowledge Graph Embedding
1 benchmark
122 papers with code
Knowledge Graph Embeddings
71 papers with code
Dynamic graph embedding
5 papers with code
Structural Node Embedding
3 papers with code
See all 6 tasks
Node Classification
Node Classification
87 benchmarks
429 papers with code
Graph structure learning
1 benchmark
19 papers with code
Heterogeneous Node Classification
1 benchmark
4 papers with code
Graph Classification
Graph Classification
58 benchmarks
240 papers with code
Graph Learning
Graph Learning
1 benchmark
185 papers with code
Graph Sampling
24 papers with code
Community Detection
Community Detection
11 benchmarks
167 papers with code
Local Community Detection
2 papers with code
Network Community Partition
1 papers with code
Online Community Detection
Graph Attention
Graph Attention
157 papers with code
Outlier Detection
Outlier Detection
10 benchmarks
126 papers with code
One-class classifier
18 papers with code
outlier ensembles
6 papers with code
Graph Outlier Detection
1 papers with code
Outlier Interpretation
1 papers with code
Graph Generation
Graph Generation
1 benchmark
124 papers with code
Graph Representation Learning
Knowledge Graph Embedding
1 benchmark
122 papers with code
Learning-To-Rank
Learning-To-Rank
112 papers with code
Graph Clustering
Graph Clustering
12 benchmarks
82 papers with code
Clustering Ensemble
2 benchmarks
4 papers with code
Graph Matching
Graph Matching
2 benchmarks
78 papers with code
graph construction
graph construction
77 papers with code
Triple Classification
Knowledge Graph Embeddings
71 papers with code
Topological Data Analysis
Topological Data Analysis
69 papers with code
Stochastic Block Model
Stochastic Block Model
56 papers with code
Molecular Property Prediction
Molecular Property Prediction
3 benchmarks
49 papers with code
3D Geometry Prediction
2 benchmarks
3 papers with code
NMR J-coupling
1 benchmark
1 papers with code
Dynamic graph embedding
Knowledge Base Completion
53 papers with code
Graph Regression
Graph Regression
9 benchmarks
46 papers with code
Data Visualization
Data Visualization
43 papers with code
Tree Map Layout
1 papers with code
Graph Mining
Graph Mining
39 papers with code
Hand Pose Estimation
3D Hand Pose Estimation
4 benchmarks
36 papers with code
Graph Similarity
Graph Similarity
1 benchmark
26 papers with code
graph partitioning
graph partitioning
1 benchmark
25 papers with code
Graph Reconstruction
Graph Reconstruction
19 papers with code
Graph Property Prediction
Graph Property Prediction
4 benchmarks
13 papers with code
Knowledge Graph Completion
Inductive knowledge graph completion
3 benchmarks
7 papers with code
Inductive Relation Prediction
5 papers with code
Physics-informed machine learning
Physics-informed machine learning
12 papers with code
Spectral Graph Clustering
Spectral Graph Clustering
9 papers with code
Collaborative Ranking
Collaborative Ranking
7 papers with code
Graph Question Answering
Graph Question Answering
1 benchmark
7 papers with code
Link Property Prediction
Link Property Prediction
6 benchmarks
7 papers with code
Connectivity Estimation
Connectivity Estimation
6 papers with code
Link Sign Prediction
Link Sign Prediction
4 benchmarks
5 papers with code
Hyperedge Prediction
Hyperedge Prediction
4 papers with code
Hypergraph Matching
Hypergraph Matching
4 papers with code
hypergraph embedding
hypergraph embedding
2 papers with code
hyperedge classification
1 papers with code
Dynamic Community Detection
Dynamic Community Detection
3 papers with code
Graph Ranking
Graph Ranking
4 benchmarks
3 papers with code
Graphon Estimation
Graphon Estimation
3 papers with code
hypergraph partitioning
hypergraph partitioning
3 papers with code
Gene Interaction Prediction
Gene Interaction Prediction
2 benchmarks
2 papers with code
Graph-To-Graph Translation
Graph-To-Graph Translation
2 papers with code
Ancestor-descendant prediction
Ancestor-descendant prediction
1 benchmark
1 papers with code
Approximating Betweenness-Centrality ranking
Approximating Betweenness-Centrality ranking
1 papers with code
Graph Outlier Detection
Graph Outlier Detection
1 papers with code
Set-to-Graph Prediction
Set-to-Graph Prediction
1 papers with code
Structual Feature Correlation
Structual Feature Correlation
1 papers with code
Triad Prediction
Triad Prediction
1 papers with code
Graph Nonvolutional Network
Graph Nonvolutional Network
SET TO GRAPH PREDICTION
SET TO GRAPH PREDICTION