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Performance metrics of mainstream AI models across various tasks, showcasing the state-of-the-art technology

AI Model Performance Benchmarks

Performance metrics of mainstream AI models across various tasks, showcasing the state-of-the-art technology

Graph Sampling

49 papers | 0 benchmarks

Graph Property Prediction

45 papers | 4 benchmarks

Jet Tagging

44 papers | 1 benchmarks

Triple Classification

44 papers | 1 benchmarks

Node Classification

42 papers | 127 benchmarks

Style Transfer

42 papers | 3 benchmarks

Graph Regression

40 papers | 17 benchmarks

Dynamic Link Prediction

39 papers | 10 benchmarks

GRAPH DOMAIN ADAPTATION

36 papers | 1 benchmarks

Learning-To-Rank

36 papers | 0 benchmarks

Link Prediction

36 papers | 80 benchmarks

Rubik's Cube

36 papers | 0 benchmarks

Graph Clustering

35 papers | 10 benchmarks

Tree Decomposition

33 papers | 0 benchmarks

Graph Reconstruction

32 papers | 0 benchmarks

3D geometry

31 papers | 0 benchmarks

Inductive Link Prediction

31 papers | 3 benchmarks

Spectral Graph Clustering

30 papers | 0 benchmarks

Node Classification on Non-Homophilic (Heterophilic) Graphs

29 papers | 15 benchmarks

Graph Anomaly Detection

28 papers | 0 benchmarks

Topological Data Analysis

28 papers | 0 benchmarks

hypergraph partitioning

27 papers | 0 benchmarks

Clustering Ensemble

25 papers | 2 benchmarks

Denoising

25 papers | 7 benchmarks

Collaborative Ranking

24 papers | 0 benchmarks

Connectivity Estimation

24 papers | 0 benchmarks

Dynamic graph embedding

24 papers | 0 benchmarks

Graph Mining

24 papers | 0 benchmarks

Graph Question Answering

24 papers | 1 benchmarks

Graph Embedding

23 papers | 1 benchmarks

Text-to-Image Generation

23 papers | 13 benchmarks

3D Hand Pose Estimation

22 papers | 7 benchmarks

Graph structure learning

22 papers | 1 benchmarks

Graphon Estimation

21 papers | 0 benchmarks

Link Sign Prediction

20 papers | 3 benchmarks

MUlTI-LABEL-ClASSIFICATION

20 papers | 0 benchmarks

Distance regression

19 papers | 2 benchmarks

Hyperedge Prediction

19 papers | 0 benchmarks

Graph Attention

18 papers | 0 benchmarks

Graph Matching

18 papers | 7 benchmarks

Graph Ranking

18 papers | 4 benchmarks

Superpixels

18 papers | 0 benchmarks

Image Paragraph Captioning

17 papers | 1 benchmarks

Physics-informed machine learning

17 papers | 0 benchmarks

Steiner Tree Problem

17 papers | 0 benchmarks

Heterogeneous Node Classification

16 papers | 7 benchmarks

Position regression

15 papers | 2 benchmarks

Hypergraph Matching

14 papers | 0 benchmarks

Inductive Relation Prediction

14 papers | 0 benchmarks

Knowledge Graph Embeddings

14 papers | 0 benchmarks

Photo geolocation estimation

14 papers | 6 benchmarks

Subgraph Counting

14 papers | 0 benchmarks

Graph Generation

13 papers | 1 benchmarks

hypergraph embedding

13 papers | 0 benchmarks

Isomorphism Testing

13 papers | 0 benchmarks

Link Property Prediction

13 papers | 6 benchmarks

graph construction

12 papers | 0 benchmarks

Stochastic Block Model

12 papers | 0 benchmarks

Dynamic Community Detection

11 papers | 0 benchmarks

graph partitioning

11 papers | 1 benchmarks

Dynamic Node Classification

10 papers | 0 benchmarks

Graph Learning

10 papers | 1 benchmarks

Image Super-Resolution

10 papers | 68 benchmarks

Community Search

8 papers | 0 benchmarks

Local Community Detection

8 papers | 0 benchmarks

Graph Classification

7 papers | 72 benchmarks

Graph Neural Network

7 papers | 1 benchmarks

Hypergraph Contrastive Learning

7 papers | 1 benchmarks

3D Geometry Prediction

6 papers | 2 benchmarks

Community Detection

6 papers | 14 benchmarks

Equilibrium traffic assignment

6 papers | 1 benchmarks

hyperedge classification

6 papers | 0 benchmarks

Knowledge Graph Embedding

6 papers | 1 benchmarks

Online Community Detection

6 papers | 0 benchmarks

Role Embedding

6 papers | 0 benchmarks

Anchor link prediction

5 papers | 0 benchmarks

Graph Similarity

5 papers | 1 benchmarks

Graph-To-Graph Translation

5 papers | 0 benchmarks

Knowledge Base Completion

5 papers | 0 benchmarks

Space group classification

5 papers | 2 benchmarks

Deblurring

4 papers | 16 benchmarks

Feedback Vertex Set (FVS)

4 papers | 0 benchmarks

Graph Outlier Detection

4 papers | 0 benchmarks

Initial Structure to Relaxed Energy (IS2RE)

4 papers | 1 benchmarks

Network Community Partition

4 papers | 0 benchmarks

Gene Interaction Prediction

3 papers | 2 benchmarks

Structural Node Embedding

3 papers | 0 benchmarks

Approximating Betweenness-Centrality ranking

2 papers | 0 benchmarks

Person-Centric Knowledge Graphs

2 papers | 0 benchmarks

Skeleton Rig Prediction

2 papers | 0 benchmarks

Task Graph Learning

2 papers | 0 benchmarks

Ancestor-descendant prediction

1 papers | 1 benchmarks

Atomic number classification

1 papers | 2 benchmarks

Calibration for Link Prediction

1 papers | 0 benchmarks

Crystal system classification

1 papers | 2 benchmarks

Graph Nonvolutional Network

1 papers | 0 benchmarks

ND regression

1 papers | 0 benchmarks

Neutron PDF

1 papers | 0 benchmarks

Neutron PDF regression

1 papers | 0 benchmarks

NMR J-coupling

1 papers | 1 benchmarks

Research Performance Prediction

1 papers | 1 benchmarks

Root Cause Ranking

1 papers | 0 benchmarks

SANS regression

1 papers | 0 benchmarks

SAXS regression

1 papers | 2 benchmarks

SET TO GRAPH PREDICTION

1 papers | 0 benchmarks

Set-to-Graph Prediction

1 papers | 0 benchmarks

Structual Feature Correlation

1 papers | 0 benchmarks

Tree Map Layout

1 papers | 0 benchmarks

Triad Prediction

1 papers | 0 benchmarks

Twinwidth Contraction Sequence

1 papers | 0 benchmarks

X-ray PDF regression

1 papers | 2 benchmarks

XRD regression

1 papers | 2 benchmarks