Graphs
Working with network data? Test graph learning models on node classification, link prediction, and molecular property tasks.
4 tasks2 datasets6 results
Tasks & Benchmarks
Node Classification
Classifying nodes in graphs (Cora, Citeseer, PubMed).
2 datasets6 resultsSOTA tracked
Graph Classification
Classifying entire graphs.
0 datasets0 results
Link Prediction
Predicting missing edges in graphs.
0 datasets0 results
Molecular Property Prediction
Predicting properties of molecules represented as graphs.
0 datasets0 results
Show all datasets and SOTA results
Node Classification
SOTA:83.5(accuracy)
ACNetCitation network of scientific papers. 2708 nodes, 5429 edges, 7 classes. Classic GNN benchmark.
Collection of challenging large-scale graph datasets (OGB-Arxiv, OGB-Products, etc.).
Graph Classification
No datasets indexed yet. Contribute on GitHub
Link Prediction
No datasets indexed yet. Contribute on GitHub
Molecular Property Prediction
No datasets indexed yet. Contribute on GitHub