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Browse SoTA
> Graphs
Graphs
219 benchmarks • 47 tasks • 62 datasets • 1507 papers with code
Link Prediction
Link Prediction
58 benchmarks
348 papers with code
Dynamic Link Prediction
2 papers with code
Calibration for Link Prediction
1 papers with code
Anchor link prediction
Graph Embedding
Graph Embedding
2 benchmarks
191 papers with code
Knowledge Graph Embedding
1 benchmark
67 papers with code
Knowledge Graph Embeddings
45 papers with code
Dynamic graph embedding
3 papers with code
Structural Node Embedding
2 papers with code
See all 6 tasks
Node Classification
Node Classification
68 benchmarks
275 papers with code
Heterogeneous Node Classification
1 benchmark
4 papers with code
Graph Classification
Graph Classification
50 benchmarks
158 papers with code
Community Detection
Community Detection
12 benchmarks
119 papers with code
Local Community Detection
2 papers with code
Network Community Partition
1 papers with code
Online Community Detection
Graph Learning
Graph Learning
82 papers with code
Graph Sampling
19 papers with code
Learning-To-Rank
Learning-To-Rank
87 papers with code
Graph Representation Learning
Knowledge Graph Embedding
1 benchmark
67 papers with code
Graph Generation
Graph Generation
1 benchmark
64 papers with code
Graph Clustering
Graph Clustering
10 benchmarks
59 papers with code
Graph Matching
Graph Matching
54 papers with code
Triple Classification
Knowledge Graph Embeddings
45 papers with code
Topological Data Analysis
Topological Data Analysis
43 papers with code
graph construction
graph construction
42 papers with code
Dynamic graph embedding
Knowledge Base Completion
38 papers with code
Graph Regression
Graph Regression
9 benchmarks
32 papers with code
Molecular Property Prediction
Molecular Property Prediction
1 benchmark
23 papers with code
NMR J-coupling
1 benchmark
1 papers with code
Graph Mining
Graph Mining
21 papers with code
graph partitioning
graph partitioning
1 benchmark
19 papers with code
Graph Similarity
Graph Similarity
1 benchmark
18 papers with code
Graph Reconstruction
Graph Reconstruction
8 papers with code
Physics-informed machine learning
Physics-informed machine learning
8 papers with code
Collaborative Ranking
Collaborative Ranking
6 papers with code
Spectral Graph Clustering
Spectral Graph Clustering
5 papers with code
hypergraph embedding
hypergraph embedding
2 papers with code
hyperedge classification
1 papers with code
Connectivity Estimation
Connectivity Estimation
3 papers with code
MD17 dataset
MD17 dataset
3 papers with code
hypergraph partitioning
hypergraph partitioning
3 papers with code
Graph-To-Graph Translation
Graph-To-Graph Translation
2 papers with code
Hypergraph Matching
Hypergraph Matching
2 papers with code
Link Sign Prediction
Link Sign Prediction
4 benchmarks
2 papers with code
Gene Interaction Prediction
Gene Interaction Prediction
2 benchmarks
1 papers with code
Graph Ranking
Graph Ranking
1 papers with code
Triad Prediction
Triad Prediction
1 papers with code
Graphon Estimation
Graphon Estimation
