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Graphs | State-of-the-Art
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Explore cutting-edge benchmarks and research
269
Benchmarks
89
Tasks
475
Papers
Unsupervised Anomaly Detection
Unsupervised Contextual Anomaly Detection
0
benchmarks
0
papers
Anomaly Detection at Various Anomaly Percentages
0
benchmarks
0
papers
Root Cause Ranking
0
benchmarks
1
papers
Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly
5
benchmarks
3
papers
Anomaly Detection at 30% anomaly
0
benchmarks
0
papers
Outlier Detection
Outlier Detection
11
benchmarks
9
papers
One-class classifier
0
benchmarks
10
papers
outlier ensembles
0
benchmarks
6
papers
Graph Outlier Detection
0
benchmarks
4
papers
Outlier Interpretation
0
benchmarks
2
papers
Molecular Property Prediction
Odor Descriptor Prediction
1
benchmarks
1
papers
mixture property prediction
0
benchmarks
1
papers
NMR J-coupling
1
benchmarks
1
papers
3D Geometry Prediction
2
benchmarks
4
papers
Molecular Property Prediction
18
benchmarks
10
papers
Knowledge Graph Completion
Triple Classification
1
benchmarks
10
papers
Knowledge Graphs
3
benchmarks
10
papers
Inductive Relation Prediction
0
benchmarks
10
papers
Inductive knowledge graph completion
3
benchmarks
10
papers
Community Detection
Local Community Detection
0
benchmarks
3
papers
Online Community Detection
0
benchmarks
1
papers
Network Community Partition
0
benchmarks
1
papers
Community Detection
14
benchmarks
10
papers
10-shot image generation
Image Super-Resolution
61
benchmarks
10
papers
GAN image forensics
0
benchmarks
5
papers
Image Inpainting
12
benchmarks
10
papers
Graph Classification
Graph Classification
65
benchmarks
10
papers
Isomorphism Testing
0
benchmarks
8
papers
Space group classification
2
benchmarks
5
papers
Point Cloud Classification
Point Cloud Classification
2
benchmarks
10
papers
Jet Tagging
1
benchmarks
8
papers
Few-Shot Point Cloud Classification
3
benchmarks
3
papers
Node Property Prediction
Position regression
2
benchmarks
7
papers
Research Performance Prediction
1
benchmarks
0
papers
hypergraph embedding
hypergraph embedding
0
benchmarks
2
papers
hyperedge classification
0
benchmarks
2
papers
Physics-informed machine learning
Physics-informed machine learning
0
benchmarks
9
papers
Soil moisture estimation
0
benchmarks
1
papers
Data Visualization
Data Visualization
0
benchmarks
9
papers
Tree Map Layout
0
benchmarks
1
papers
Graph Clustering
Graph Clustering
10
benchmarks
9
papers
Clustering Ensemble
2
benchmarks
4
papers
Graph Learning
Graph Learning
1
benchmarks
9
papers
Graph Sampling
0
benchmarks
10
papers
Graph Matching
Graph Matching
7
benchmarks
10
papers
hypergraph partitioning
hypergraph partitioning
0
benchmarks
6
papers
Graph Attention
Graph Attention
0
benchmarks
10
papers
Graphon Estimation
Graphon Estimation
0
benchmarks
5
papers
Hypergraph Matching
Hypergraph Matching
0
benchmarks
4
papers
Link Sign Prediction
Link Sign Prediction
3
benchmarks
5
papers
Dynamic Community Detection
Dynamic Community Detection
0
benchmarks
4
papers
Graph Outlier Detection
Graph Outlier Detection
0
benchmarks
4
papers
Graph Ranking
Graph Ranking
4
benchmarks
2
papers
Initial Structure to Relaxed Energy (IS2RE)
Initial Structure to Relaxed Energy (IS2RE)
1
benchmarks
4
papers
Community Search
Community Search
0
benchmarks
3
papers
Distance regression
Distance regression
2
benchmarks
3
papers
Tree Decomposition
Tree Decomposition
0
benchmarks
3
papers
Approximating Betweenness-Centrality ranking
Approximating Betweenness-Centrality ranking
0
benchmarks
1
papers
Gene Interaction Prediction
Gene Interaction Prediction
2
benchmarks
2
papers
Graph-To-Graph Translation
Graph-To-Graph Translation
0
benchmarks
2
papers
Ancestor-descendant prediction
Ancestor-descendant prediction
1
benchmarks
1
papers
Set-to-Graph Prediction
Set-to-Graph Prediction
0
benchmarks
1
papers
Structual Feature Correlation
Structual Feature Correlation
0
benchmarks
1
papers
Triad Prediction
Triad Prediction
0
benchmarks
0
papers
Graph Nonvolutional Network
Graph Nonvolutional Network
0
benchmarks
0
papers
SET TO GRAPH PREDICTION
SET TO GRAPH PREDICTION
0
benchmarks
0
papers
Subgraph Counting
Subgraph Counting
0
benchmarks
7
papers
graph construction
graph construction
0
benchmarks
9
papers
Topological Data Analysis
Topological Data Analysis
0
benchmarks
10
papers
Triple Classification
Knowledge Graph Embeddings
0
benchmarks
9
papers
Graph Regression
Graph Regression
12
benchmarks
10
papers
Stochastic Block Model
Stochastic Block Model
0
benchmarks
9
papers
Learning-To-Rank
Learning-To-Rank
0
benchmarks
10
papers
Graph Mining
Graph Mining
0
benchmarks
10
papers
Dynamic graph embedding
Knowledge Base Completion
0
benchmarks
10
papers
Hand Pose Estimation
3D Hand Pose Estimation
5
benchmarks
10
papers
graph partitioning
graph partitioning
1
benchmarks
9
papers
Graph Similarity
Graph Similarity
1
benchmarks
10
papers
Graph Representation Learning
Knowledge Graph Embedding
1
benchmarks
9
papers
Graph Reconstruction
Graph Reconstruction
0
benchmarks
10
papers
Graph Question Answering
Graph Question Answering
1
benchmarks
10
papers
Spectral Graph Clustering
Spectral Graph Clustering
0
benchmarks
10
papers
Rubik's Cube
Rubik's Cube
0
benchmarks
10
papers
Link Property Prediction
Link Property Prediction
6
benchmarks
10
papers
Graph Generation
Graph Generation
1
benchmarks
10
papers
Hyperedge Prediction
Hyperedge Prediction
0
benchmarks
9
papers
Collaborative Ranking
Collaborative Ranking
0
benchmarks
7
papers
Connectivity Estimation
Connectivity Estimation
0
benchmarks
7
papers
Steiner Tree Problem
Steiner Tree Problem
0
benchmarks
5
papers
Atomic number classification
Feedback Vertex Set (FVS)
Twinwidth Contraction Sequence